A lot more tests

.github/workflows/maint.yml

@@ -1,4 +1,4 @@
-name: Tests
+name: Build , Vet Test, and Lint
 
 on:
   push:
@@ -9,7 +9,7 @@ on:
 
 jobs:
   test:
-    name: Run Tests
+    name: Run Vet Tests
     runs-on: ubuntu-latest
 
     strategy:
@@ -38,22 +38,6 @@ jobs:
       - name: Run go vet
         run: go vet ./...
 
-      - name: Run tests
-        run: go test -v -race -coverprofile=coverage.out -covermode=atomic ./...
-
-      - name: Display test coverage
-        run: go tool cover -func=coverage.out
-
-    # - name: Upload coverage to Codecov
-    #   uses: codecov/codecov-action@v4
-    #   with:
-    #     file: ./coverage.out
-    #     flags: unittests
-    #     name: codecov-umbrella
-    #   env:
-    #     CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-    #   continue-on-error: true
-
   lint:
     name: Lint Code
     runs-on: ubuntu-latest

.github/workflows/tests.yml

@@ -0,0 +1,91 @@
+name: Tests
+
+on:
+  push:
+    branches: [main, develop]
+  pull_request:
+    branches: [main, develop]
+
+jobs:
+  unit-tests:
+    name: Unit Tests
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Set up Go
+        uses: actions/setup-go@v4
+        with:
+          go-version: "1.21"
+
+      - name: Run unit tests
+        run: go test ./pkg/resolvespec ./pkg/restheadspec -v -cover
+
+      - name: Generate coverage report
+        run: |
+          go test ./pkg/resolvespec ./pkg/restheadspec -coverprofile=coverage.out
+          go tool cover -html=coverage.out -o coverage.html
+
+      - name: Upload coverage
+        uses: actions/upload-artifact@v3
+        with:
+          name: coverage-report
+          path: coverage.html
+
+  integration-tests:
+    name: Integration Tests
+    runs-on: ubuntu-latest
+
+    services:
+      postgres:
+        image: postgres:15-alpine
+        env:
+          POSTGRES_USER: postgres
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_DB: postgres
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Set up Go
+        uses: actions/setup-go@v4
+        with:
+          go-version: "1.21"
+
+      - name: Create test databases
+        env:
+          PGPASSWORD: postgres
+        run: |
+          psql -h localhost -U postgres -c "CREATE DATABASE resolvespec_test;"
+          psql -h localhost -U postgres -c "CREATE DATABASE restheadspec_test;"
+
+      - name: Run resolvespec integration tests
+        env:
+          TEST_DATABASE_URL: "host=localhost user=postgres password=postgres dbname=resolvespec_test port=5432 sslmode=disable"
+        run: go test -tags=integration ./pkg/resolvespec -v
+
+      - name: Run restheadspec integration tests
+        env:
+          TEST_DATABASE_URL: "host=localhost user=postgres password=postgres dbname=restheadspec_test port=5432 sslmode=disable"
+        run: go test -tags=integration ./pkg/restheadspec -v
+
+      - name: Generate integration coverage
+        env:
+          TEST_DATABASE_URL: "host=localhost user=postgres password=postgres dbname=resolvespec_test port=5432 sslmode=disable"
+        run: |
+          go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -coverprofile=coverage-integration.out
+          go tool cover -html=coverage-integration.out -o coverage-integration.html
+
+      - name: Upload integration coverage
+        uses: actions/upload-artifact@v3
+        with:
+          name: integration-coverage-report
+          path: coverage-integration.html

.vscode/settings.json

@@ -0,0 +1,56 @@
+{
+	"go.testFlags": [
+		"-v"
+	],
+	"go.testTimeout": "300s",
+	"go.coverOnSave": false,
+	"go.coverOnSingleTest": true,
+	"go.coverageDecorator": {
+		"type": "gutter"
+	},
+	"go.testEnvVars": {
+		"TEST_DATABASE_URL": "host=localhost user=postgres password=postgres dbname=resolvespec_test port=5432 sslmode=disable"
+	},
+	"go.toolsEnvVars": {
+		"CGO_ENABLED": "0"
+	},
+	"go.buildTags": "",
+	"go.testTags": "",
+	"files.exclude": {
+		"**/.git": true,
+		"**/.DS_Store": true,
+		"**/coverage.out": true,
+		"**/coverage.html": true,
+		"**/coverage-integration.out": true,
+		"**/coverage-integration.html": true
+	},
+	"files.watcherExclude": {
+		"**/.git/objects/**": true,
+		"**/.git/subtree-cache/**": true,
+		"**/node_modules/*/**": true,
+		"**/.hg/store/**": true,
+		"**/vendor/**": true
+	},
+	"editor.formatOnSave": true,
+	"editor.codeActionsOnSave": {
+		"source.organizeImports": "explicit"
+	},
+	"[go]": {
+		"editor.defaultFormatter": "golang.go",
+		"editor.formatOnSave": true,
+		"editor.insertSpaces": false,
+		"editor.tabSize": 4
+	},
+	"gopls": {
+		"ui.completion.usePlaceholders": true,
+		"ui.semanticTokens": true,
+		"ui.codelenses": {
+			"generate": true,
+			"regenerate_cgo": true,
+			"test": true,
+			"tidy": true,
+			"upgrade_dependency": true,
+			"vendor": true
+		}
+	}
+}

.vscode/tasks.json

@@ -9,7 +9,7 @@
 				"env": {
 					"CGO_ENABLED": "0"
 				},
-				"cwd": "${workspaceFolder}/bin",
+				"cwd": "${workspaceFolder}/bin"
 			},
 			"args": [
 				"../..."
@@ -17,11 +17,179 @@
 			"problemMatcher": [
 				"$go"
 			],
-			"group": "build",
+			"group": "build"
+		},
+		{
+			"type": "shell",
+			"label": "test: unit tests (all)",
+			"command": "go test ./pkg/resolvespec ./pkg/restheadspec -v -cover",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": {
+				"kind": "test",
+				"isDefault": true
+			},
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared",
+				"focus": true
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: unit tests (resolvespec)",
+			"command": "go test ./pkg/resolvespec -v -cover",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: unit tests (restheadspec)",
+			"command": "go test ./pkg/restheadspec -v -cover",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: integration tests (automated)",
+			"command": "./scripts/run-integration-tests.sh",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "dedicated",
+				"focus": true
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: integration tests (resolvespec only)",
+			"command": "./scripts/run-integration-tests.sh resolvespec",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "dedicated"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: integration tests (restheadspec only)",
+			"command": "./scripts/run-integration-tests.sh restheadspec",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "dedicated"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: coverage report",
+			"command": "make coverage",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: integration coverage report",
+			"command": "make coverage-integration",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "docker: start postgres",
+			"command": "make docker-up",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [],
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "docker: stop postgres",
+			"command": "make docker-down",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [],
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
+		},
+		{
+			"type": "shell",
+			"label": "docker: clean postgres data",
+			"command": "make clean",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"problemMatcher": [],
+			"presentation": {
+				"reveal": "always",
+				"panel": "shared"
+			}
 		},
 		{
 			"type": "go",
-			"label": "go: test workspace",
+			"label": "go: test workspace (with race)",
 			"command": "test",
 			"options": {
 				"cwd": "${workspaceFolder}"
@@ -36,13 +204,10 @@
 			"problemMatcher": [
 				"$go"
 			],
-			"group": {
+			"group": "test",
-				"kind": "test",
-				"isDefault": true
-			},
 			"presentation": {
 				"reveal": "always",
-				"panel": "new"
+				"panel": "shared"
 			}
 		},
 		{
@@ -69,23 +234,45 @@
 		},
 		{
 			"type": "shell",
-			"label": "go: full test suite",
+			"label": "test: all tests (unit + integration)",
+			"command": "make test",
+			"options": {
+				"cwd": "${workspaceFolder}"
+			},
+			"dependsOn": [
+				"docker: start postgres"
+			],
+			"problemMatcher": [
+				"$go"
+			],
+			"group": "test",
+			"presentation": {
+				"reveal": "always",
+				"panel": "dedicated",
+				"focus": true
+			}
+		},
+		{
+			"type": "shell",
+			"label": "test: full suite with checks",
 			"dependsOrder": "sequence",
 			"dependsOn": [
 				"go: vet workspace",
-				"go: test workspace"
+				"test: unit tests (all)",
+				"test: integration tests (automated)"
 			],
 			"problemMatcher": [],
-			"group": {
+			"group": "test",
-				"kind": "test",
+			"presentation": {
-				"isDefault": false
+				"reveal": "always",
+				"panel": "dedicated"
 			}
 		},
 		{
 			"type": "shell",
 			"label": "Make Release",
 			"problemMatcher": [],
-			"command": "sh ${workspaceFolder}/make_release.sh",
+			"command": "sh ${workspaceFolder}/make_release.sh"
 		}
 	]
-}
+}

MIGRATION_GUIDE.md

@@ -1,173 +0,0 @@
-# Migration Guide: Database and Router Abstraction
-
-This guide explains how to migrate from the direct GORM/Router dependencies to the new abstracted interfaces.
-
-## Overview of Changes
-
-### What was changed:
-1. **Database Operations**: GORM-specific code is now abstracted behind `Database` interface
-2. **Router Integration**: HTTP router dependencies are abstracted behind `Router` interface  
-3. **Model Registry**: Models are now managed through a `ModelRegistry` interface
-4. **Backward Compatibility**: Existing code continues to work with `NewAPIHandler()`
-
-### Benefits:
-- **Database Flexibility**: Switch between GORM, Bun, or other ORMs without code changes
-- **Router Flexibility**: Use Gorilla Mux, Gin, Echo, or other routers
-- **Better Testing**: Easy to mock database and router interactions
-- **Cleaner Separation**: Business logic separated from ORM/router specifics
-
-## Migration Path
-
-### Option 1: No Changes Required (Backward Compatible)
-Your existing code continues to work without any changes:
-
-```go
-// This still works exactly as before
-handler := resolvespec.NewAPIHandler(db)
-```
-
-### Option 2: Gradual Migration to New API
-
-#### Step 1: Use New Handler Constructor
-```go
-// Old way
-handler := resolvespec.NewAPIHandler(gormDB)
-
-// New way  
-handler := resolvespec.NewHandlerWithGORM(gormDB)
-```
-
-#### Step 2: Use Interface-based Approach
-```go
-// Create database adapter
-dbAdapter := resolvespec.NewGormAdapter(gormDB)
-
-// Create model registry
-registry := resolvespec.NewModelRegistry()
-
-// Register your models
-registry.RegisterModel("public.users", &User{})
-registry.RegisterModel("public.orders", &Order{})
-
-// Create handler
-handler := resolvespec.NewHandler(dbAdapter, registry)
-```
-
-## Switching Database Backends
-
-### From GORM to Bun
-```go
-// Add bun dependency first:
-// go get github.com/uptrace/bun
-
-// Old GORM setup
-gormDB, _ := gorm.Open(sqlite.Open("test.db"), &gorm.Config{})
-gormAdapter := resolvespec.NewGormAdapter(gormDB)
-
-// New Bun setup  
-sqlDB, _ := sql.Open("sqlite3", "test.db")
-bunDB := bun.NewDB(sqlDB, sqlitedialect.New())
-bunAdapter := resolvespec.NewBunAdapter(bunDB)
-
-// Handler creation is identical
-handler := resolvespec.NewHandler(bunAdapter, registry)
-```
-
-## Router Flexibility
-
-### Current Gorilla Mux (Default)
-```go
-router := mux.NewRouter()
-resolvespec.SetupRoutes(router, handler)
-```
-
-### BunRouter (Built-in Support)
-```go
-// Simple setup
-router := bunrouter.New()
-resolvespec.SetupBunRouterWithResolveSpec(router, handler)
-
-// Or using adapter
-routerAdapter := resolvespec.NewStandardBunRouterAdapter()
-// Use routerAdapter.GetBunRouter() for the underlying router
-```
-
-### Using Router Adapters (Advanced)
-```go
-// For when you want router abstraction
-routerAdapter := resolvespec.NewStandardRouter()
-routerAdapter.RegisterRoute("/{schema}/{entity}", handlerFunc)
-```
-
-## Model Registration
-
-### Old Way (Still Works)
-```go
-// Models registered through existing models package
-handler.RegisterModel("public", "users", &User{})
-```
-
-### New Way (Recommended)
-```go
-registry := resolvespec.NewModelRegistry()
-registry.RegisterModel("public.users", &User{})
-registry.RegisterModel("public.orders", &Order{})
-
-handler := resolvespec.NewHandler(dbAdapter, registry)
-```
-
-## Interface Definitions
-
-### Database Interface
-```go
-type Database interface {
-    NewSelect() SelectQuery
-    NewInsert() InsertQuery  
-    NewUpdate() UpdateQuery
-    NewDelete() DeleteQuery
-    // ... transaction methods
-}
-```
-
-### Available Adapters
-- `GormAdapter` - For GORM (ready to use)
-- `BunAdapter` - For Bun (add dependency: `go get github.com/uptrace/bun`)
-- Easy to create custom adapters for other ORMs
-
-## Testing Benefits
-
-### Before (Tightly Coupled)
-```go
-// Hard to test - requires real GORM setup
-func TestHandler(t *testing.T) {
-    db := setupRealGormDB()
-    handler := resolvespec.NewAPIHandler(db)
-    // ... test logic
-}
-```
-
-### After (Mockable)
-```go
-// Easy to test - mock the interfaces
-func TestHandler(t *testing.T) {
-    mockDB := &MockDatabase{}
-    mockRegistry := &MockModelRegistry{}
-    handler := resolvespec.NewHandler(mockDB, mockRegistry)
-    // ... test logic with mocks
-}
-```
-
-## Breaking Changes
-- **None for existing code** - Full backward compatibility maintained
-- New interfaces are additive, not replacing existing APIs
-
-## Recommended Migration Timeline
-1. **Phase 1**: Use existing code (no changes needed)
-2. **Phase 2**: Gradually adopt new constructors (`NewHandlerWithGORM`)
-3. **Phase 3**: Move to interface-based approach when needed
-4. **Phase 4**: Switch database backends if desired
-
-## Getting Help
-- Check example functions in `resolvespec.go`
-- Review interface definitions in `database.go`
-- Examine adapter implementations for patterns

Makefile

@@ -0,0 +1,66 @@
+.PHONY: test test-unit test-integration docker-up docker-down clean
+
+# Run all unit tests
+test-unit:
+	@echo "Running unit tests..."
+	@go test ./pkg/resolvespec ./pkg/restheadspec -v -cover
+
+# Run all integration tests (requires PostgreSQL)
+test-integration:
+	@echo "Running integration tests..."
+	@go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+
+# Run all tests (unit + integration)
+test: test-unit test-integration
+
+# Start PostgreSQL for integration tests
+docker-up:
+	@echo "Starting PostgreSQL container..."
+	@docker-compose up -d postgres-test
+	@echo "Waiting for PostgreSQL to be ready..."
+	@sleep 5
+	@echo "PostgreSQL is ready!"
+
+# Stop PostgreSQL container
+docker-down:
+	@echo "Stopping PostgreSQL container..."
+	@docker-compose down
+
+# Clean up Docker volumes and test data
+clean:
+	@echo "Cleaning up..."
+	@docker-compose down -v
+	@echo "Cleanup complete!"
+
+# Run integration tests with Docker (full workflow)
+test-integration-docker: docker-up
+	@echo "Running integration tests with Docker..."
+	@go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+	@$(MAKE) docker-down
+
+# Check test coverage
+coverage:
+	@echo "Generating coverage report..."
+	@go test ./pkg/resolvespec ./pkg/restheadspec -coverprofile=coverage.out
+	@go tool cover -html=coverage.out -o coverage.html
+	@echo "Coverage report generated: coverage.html"
+
+# Run integration tests coverage
+coverage-integration:
+	@echo "Generating integration test coverage report..."
+	@go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -coverprofile=coverage-integration.out
+	@go tool cover -html=coverage-integration.out -o coverage-integration.html
+	@echo "Integration coverage report generated: coverage-integration.html"
+
+help:
+	@echo "Available targets:"
+	@echo "  test-unit              - Run unit tests"
+	@echo "  test-integration       - Run integration tests (requires PostgreSQL)"
+	@echo "  test                   - Run all tests"
+	@echo "  docker-up              - Start PostgreSQL container"
+	@echo "  docker-down            - Stop PostgreSQL container"
+	@echo "  test-integration-docker - Run integration tests with Docker (automated)"
+	@echo "  clean                  - Clean up Docker volumes"
+	@echo "  coverage               - Generate unit test coverage report"
+	@echo "  coverage-integration   - Generate integration test coverage report"
+	@echo "  help                   - Show this help message"

README.md

@@ -1,81 +1,83 @@
 # 📜 ResolveSpec 📜
 
-![Tests](https://github.com/bitechdev/ResolveSpec/workflows/Tests/badge.svg)
+![1.00](https://github.com/bitechdev/ResolveSpec/workflows/Tests/badge.svg)
 
 ResolveSpec is a flexible and powerful REST API specification and implementation that provides GraphQL-like capabilities while maintaining REST simplicity. It offers **two complementary approaches**:
 
 1. **ResolveSpec** - Body-based API with JSON request options
 2. **RestHeadSpec** - Header-based API where query options are passed via HTTP headers
+3. **FuncSpec** - Header-based API to map and call API's to sql functions.
 
 Both share the same core architecture and provide dynamic data querying, relationship preloading, and complex filtering.
 
-**🆕 New in v2.0**: Database-agnostic architecture with support for GORM, Bun, and other ORMs. Router-flexible design works with Gorilla Mux, Gin, Echo, and more.
+Documentation Generated by LLMs
 
-**🆕 New in v2.1**: RestHeadSpec (HeaderSpec) - Header-based REST API with lifecycle hooks, cursor pagination, and advanced filtering.
+![1.00](./generated_slogan.webp)
-
-**🆕 New in v3.0**: Explicit route registration - Routes are now created per registered model for better flexibility and control. OPTIONS method support with full CORS headers for cross-origin requests.
-
-![slogan](./generated_slogan.webp)
 
 ## Table of Contents
 
-- [Features](#features)
+* [Features](#features)
-- [Installation](#installation)
+* [Installation](#installation)
-- [Quick Start](#quick-start)
+* [Quick Start](#quick-start)
-  - [ResolveSpec (Body-Based API)](#resolvespec-body-based-api)
+  * [ResolveSpec (Body-Based API)](#resolvespec-body-based-api)
-  - [RestHeadSpec (Header-Based API)](#restheadspec-header-based-api)
+  * [RestHeadSpec (Header-Based API)](#restheadspec-header-based-api)
-  - [Existing Code (Backward Compatible)](#option-1-existing-code-backward-compatible)
+  * [Existing Code (Backward Compatible)](#option-1-existing-code-backward-compatible)
-  - [New Database-Agnostic API](#option-2-new-database-agnostic-api)
+  * [New Database-Agnostic API](#option-2-new-database-agnostic-api)
-  - [Router Integration](#router-integration)
+  * [Router Integration](#router-integration)
-- [Migration from v1.x](#migration-from-v1x)
+* [Migration from v1.x](#migration-from-v1x)
-- [Architecture](#architecture)
+* [Architecture](#architecture)
-- [API Structure](#api-structure)
+* [API Structure](#api-structure)
-- [RestHeadSpec: Header-Based API](#restheadspec-header-based-api-1)
+* [RestHeadSpec: Header-Based API](#restheadspec-header-based-api-1)
-  - [Lifecycle Hooks](#lifecycle-hooks)
+  * [Lifecycle Hooks](#lifecycle-hooks)
-  - [Cursor Pagination](#cursor-pagination)
+  * [Cursor Pagination](#cursor-pagination)
-  - [Response Formats](#response-formats)
+  * [Response Formats](#response-formats)
-  - [Single Record as Object](#single-record-as-object-default-behavior)
+  * [Single Record as Object](#single-record-as-object-default-behavior)
-- [Example Usage](#example-usage)
+* [Example Usage](#example-usage)
-  - [Recursive CRUD Operations](#recursive-crud-operations-)
+  * [Recursive CRUD Operations](#recursive-crud-operations-)
-- [Testing](#testing)
+* [Testing](#testing)
-- [What's New](#whats-new)
+* [What's New](#whats-new)
 
 ## Features
 
 ### Core Features
-- **Dynamic Data Querying**: Select specific columns and relationships to return
+
-- **Relationship Preloading**: Load related entities with custom column selection and filters
+* **Dynamic Data Querying**: Select specific columns and relationships to return
-- **Complex Filtering**: Apply multiple filters with various operators
+* **Relationship Preloading**: Load related entities with custom column selection and filters
-- **Sorting**: Multi-column sort support
+* **Complex Filtering**: Apply multiple filters with various operators
-- **Pagination**: Built-in limit/offset and cursor-based pagination
+* **Sorting**: Multi-column sort support
-- **Computed Columns**: Define virtual columns for complex calculations
+* **Pagination**: Built-in limit/offset and cursor-based pagination
-- **Custom Operators**: Add custom SQL conditions when needed
+* **Computed Columns**: Define virtual columns for complex calculations
-- **🆕 Recursive CRUD Handler**: Automatically handle nested object graphs with foreign key resolution and per-record operation control via `_request` field
+* **Custom Operators**: Add custom SQL conditions when needed
+* **🆕 Recursive CRUD Handler**: Automatically handle nested object graphs with foreign key resolution and per-record operation control via `_request` field
 
 ### Architecture (v2.0+)
-- **🆕 Database Agnostic**: Works with GORM, Bun, or any database layer through adapters
+
-- **🆕 Router Flexible**: Integrates with Gorilla Mux, Gin, Echo, or custom routers
+* **🆕 Database Agnostic**: Works with GORM, Bun, or any database layer through adapters
-- **🆕 Backward Compatible**: Existing code works without changes
+* **🆕 Router Flexible**: Integrates with Gorilla Mux, Gin, Echo, or custom routers
-- **🆕 Better Testing**: Mockable interfaces for easy unit testing
+* **🆕 Backward Compatible**: Existing code works without changes
+* **🆕 Better Testing**: Mockable interfaces for easy unit testing
 
 ### RestHeadSpec (v2.1+)
-- **🆕 Header-Based API**: All query options passed via HTTP headers instead of request body
+
-- **🆕 Lifecycle Hooks**: Before/after hooks for create, read, update, and delete operations
+* **🆕 Header-Based API**: All query options passed via HTTP headers instead of request body
-- **🆕 Cursor Pagination**: Efficient cursor-based pagination with complex sort support
+* **🆕 Lifecycle Hooks**: Before/after hooks for create, read, update, and delete operations
-- **🆕 Multiple Response Formats**: Simple, detailed, and Syncfusion-compatible formats
+* **🆕 Cursor Pagination**: Efficient cursor-based pagination with complex sort support
-- **🆕 Single Record as Object**: Automatically normalize single-element arrays to objects (enabled by default)
+* **🆕 Multiple Response Formats**: Simple, detailed, and Syncfusion-compatible formats
-- **🆕 Advanced Filtering**: Field filters, search operators, AND/OR logic, and custom SQL
+* **🆕 Single Record as Object**: Automatically normalize single-element arrays to objects (enabled by default)
-- **🆕 Base64 Encoding**: Support for base64-encoded header values
+* **🆕 Advanced Filtering**: Field filters, search operators, AND/OR logic, and custom SQL
+* **🆕 Base64 Encoding**: Support for base64-encoded header values
 
 ### Routing & CORS (v3.0+)
-- **🆕 Explicit Route Registration**: Routes created per registered model instead of dynamic lookups
+
-- **🆕 OPTIONS Method Support**: Full OPTIONS method support returning model metadata
+* **🆕 Explicit Route Registration**: Routes created per registered model instead of dynamic lookups
-- **🆕 CORS Headers**: Comprehensive CORS support with all HeadSpec headers allowed
+* **🆕 OPTIONS Method Support**: Full OPTIONS method support returning model metadata
-- **🆕 Better Route Control**: Customize routes per model with more flexibility
+* **🆕 CORS Headers**: Comprehensive CORS support with all HeadSpec headers allowed
+* **🆕 Better Route Control**: Customize routes per model with more flexibility
 
 ## API Structure
 
 ### URL Patterns
+
 ```
 /[schema]/[table_or_entity]/[id]
 /[schema]/[table_or_entity]
@@ -85,7 +87,7 @@ Both share the same core architecture and provide dynamic data querying, relatio
 
 ### Request Format
 
-```json
+```JSON
 {
   "operation": "read|create|update|delete",
   "data": {
@@ -110,7 +112,7 @@ RestHeadSpec provides an alternative REST API approach where all query options a
 
 ### Quick Example
 
-```http
+```HTTP
 GET /public/users HTTP/1.1
 Host: api.example.com
 X-Select-Fields: id,name,email,department_id
@@ -124,7 +126,7 @@ X-DetailApi: true
 
 ### Setup with GORM
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/restheadspec"
 import "github.com/gorilla/mux"
 
@@ -147,7 +149,7 @@ http.ListenAndServe(":8080", router)
 
 ### Setup with Bun ORM
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/restheadspec"
 import "github.com/uptrace/bun"
 
@@ -164,19 +166,19 @@ restheadspec.SetupMuxRoutes(router, handler)
 
 ### Common Headers
 
-| Header | Description | Example |
+| Header                      | Description                                        | Example                        |
-|--------|-------------|---------|
+| --------------------------- | -------------------------------------------------- | ------------------------------ |
-| `X-Select-Fields` | Columns to include | `id,name,email` |
+| `X-Select-Fields`           | Columns to include                                 | `id,name,email`                |
-| `X-Not-Select-Fields` | Columns to exclude | `password,internal_notes` |
+| `X-Not-Select-Fields`       | Columns to exclude                                 | `password,internal_notes`      |
-| `X-FieldFilter-{col}` | Exact match filter | `X-FieldFilter-Status: active` |
+| `X-FieldFilter-{col}`       | Exact match filter                                 | `X-FieldFilter-Status: active` |
-| `X-SearchFilter-{col}` | Fuzzy search (ILIKE) | `X-SearchFilter-Name: john` |
+| `X-SearchFilter-{col}`      | Fuzzy search (ILIKE)                               | `X-SearchFilter-Name: john`    |
-| `X-SearchOp-{op}-{col}` | Filter with operator | `X-SearchOp-Gte-Age: 18` |
+| `X-SearchOp-{op}-{col}`     | Filter with operator                               | `X-SearchOp-Gte-Age: 18`       |
-| `X-Preload` | Preload relations | `posts:id,title` |
+| `X-Preload`                 | Preload relations                                  | `posts:id,title`               |
-| `X-Sort` | Sort columns | `-created_at,+name` |
+| `X-Sort`                    | Sort columns                                       | `-created_at,+name`            |
-| `X-Limit` | Limit results | `50` |
+| `X-Limit`                   | Limit results                                      | `50`                           |
-| `X-Offset` | Offset for pagination | `100` |
+| `X-Offset`                  | Offset for pagination                              | `100`                          |
-| `X-Clean-JSON` | Remove null/empty fields | `true` |
+| `X-Clean-JSON`              | Remove null/empty fields                           | `true`                         |
-| `X-Single-Record-As-Object` | Return single records as objects (default: `true`) | `false` |
+| `X-Single-Record-As-Object` | Return single records as objects (default: `true`) | `false`                        |
 
 **Available Operators**: `eq`, `neq`, `gt`, `gte`, `lt`, `lte`, `contains`, `startswith`, `endswith`, `between`, `betweeninclusive`, `in`, `empty`, `notempty`
 
@@ -187,11 +189,14 @@ For complete header documentation, see [pkg/restheadspec/HEADERS.md](pkg/resthea
 ResolveSpec and RestHeadSpec include comprehensive CORS support for cross-origin requests:
 
 **OPTIONS Method**:
-```http
+
+```HTTP
 OPTIONS /public/users HTTP/1.1
 ```
+
 Returns metadata with appropriate CORS headers:
-```http
+
+```HTTP
 Access-Control-Allow-Origin: *
 Access-Control-Allow-Methods: GET, POST, OPTIONS
 Access-Control-Allow-Headers: Content-Type, Authorization, X-Select-Fields, X-FieldFilter-*, ...
@@ -200,14 +205,16 @@ Access-Control-Allow-Credentials: true
 ```
 
 **Key Features**:
-- OPTIONS returns model metadata (same as GET metadata endpoint)
+
-- All HTTP methods include CORS headers automatically
+* OPTIONS returns model metadata (same as GET metadata endpoint)
-- OPTIONS requests don't require authentication (CORS preflight)
+* All HTTP methods include CORS headers automatically
-- Supports all HeadSpec custom headers (`X-Select-Fields`, `X-FieldFilter-*`, etc.)
+* OPTIONS requests don't require authentication (CORS preflight)
-- 24-hour max age to reduce preflight requests
+* Supports all HeadSpec custom headers (`X-Select-Fields`, `X-FieldFilter-*`, etc.)
+* 24-hour max age to reduce preflight requests
 
 **Configuration**:
-```go
+
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/common"
 
 // Get default CORS config
@@ -222,7 +229,7 @@ corsConfig.AllowedMethods = []string{"GET", "POST", "PUT", "DELETE", "OPTIONS"}
 
 RestHeadSpec supports lifecycle hooks for all CRUD operations:
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/restheadspec"
 
 // Create handler
@@ -267,27 +274,29 @@ handler.Hooks.Register(restheadspec.BeforeCreate, func(ctx *restheadspec.HookCon
 ```
 
 **Available Hook Types**:
-- `BeforeRead`, `AfterRead`
+
-- `BeforeCreate`, `AfterCreate`
+* `BeforeRead`, `AfterRead`
-- `BeforeUpdate`, `AfterUpdate`
+* `BeforeCreate`, `AfterCreate`
-- `BeforeDelete`, `AfterDelete`
+* `BeforeUpdate`, `AfterUpdate`
+* `BeforeDelete`, `AfterDelete`
 
 **HookContext** provides:
-- `Context`: Request context
+
-- `Handler`: Access to handler, database, and registry
+* `Context`: Request context
-- `Schema`, `Entity`, `TableName`: Request info
+* `Handler`: Access to handler, database, and registry
-- `Model`: The registered model type
+* `Schema`, `Entity`, `TableName`: Request info
-- `Options`: Parsed request options (filters, sorting, etc.)
+* `Model`: The registered model type
-- `ID`: Record ID (for single-record operations)
+* `Options`: Parsed request options (filters, sorting, etc.)
-- `Data`: Request data (for create/update)
+* `ID`: Record ID (for single-record operations)
-- `Result`: Operation result (for after hooks)
+* `Data`: Request data (for create/update)
-- `Writer`: Response writer (allows hooks to modify response)
+* `Result`: Operation result (for after hooks)
+* `Writer`: Response writer (allows hooks to modify response)
 
 ### Cursor Pagination
 
 RestHeadSpec supports efficient cursor-based pagination for large datasets:
 
-```http
+```HTTP
 GET /public/posts HTTP/1.1
 X-Sort: -created_at,+id
 X-Limit: 50
@@ -295,20 +304,22 @@ X-Cursor-Forward: <cursor_token>
 ```
 
 **How it works**:
+
 1. First request returns results + cursor token in response
 2. Subsequent requests use `X-Cursor-Forward` or `X-Cursor-Backward`
 3. Cursor maintains consistent ordering even with data changes
 4. Supports complex multi-column sorting
 
 **Benefits over offset pagination**:
-- Consistent results when data changes
+
-- Better performance for large offsets
+* Consistent results when data changes
-- Prevents "skipped" or duplicate records
+* Better performance for large offsets
-- Works with complex sort expressions
+* Prevents "skipped" or duplicate records
+* Works with complex sort expressions
 
 **Example with hooks**:
 
-```go
+```Go
 // Enable cursor pagination in a hook
 handler.Hooks.Register(restheadspec.BeforeRead, func(ctx *restheadspec.HookContext) error {
     // For large tables, enforce cursor pagination
@@ -324,7 +335,8 @@ handler.Hooks.Register(restheadspec.BeforeRead, func(ctx *restheadspec.HookConte
 RestHeadSpec supports multiple response formats:
 
 **1. Simple Format** (`X-SimpleApi: true`):
-```json
+
+```JSON
 [
   { "id": 1, "name": "John" },
   { "id": 2, "name": "Jane" }
@@ -332,7 +344,8 @@ RestHeadSpec supports multiple response formats:
 ```
 
 **2. Detail Format** (`X-DetailApi: true`, default):
-```json
+
+```JSON
 {
   "success": true,
   "data": [...],
@@ -346,7 +359,8 @@ RestHeadSpec supports multiple response formats:
 ```
 
 **3. Syncfusion Format** (`X-Syncfusion: true`):
-```json
+
+```JSON
 {
   "result": [...],
   "count": 100
@@ -358,10 +372,12 @@ RestHeadSpec supports multiple response formats:
 By default, RestHeadSpec automatically converts single-element arrays into objects for cleaner API responses. This provides a better developer experience when fetching individual records.
 
 **Default behavior (enabled)**:
-```http
+
+```HTTP
 GET /public/users/123
 ```
-```json
+
+```JSON
 {
   "success": true,
   "data": { "id": 123, "name": "John", "email": "john@example.com" }
@@ -369,7 +385,8 @@ GET /public/users/123
 ```
 
 Instead of:
-```json
+
+```JSON
 {
   "success": true,
   "data": [{ "id": 123, "name": "John", "email": "john@example.com" }]
@@ -377,11 +394,13 @@ Instead of:
 ```
 
 **To disable** (force arrays for consistency):
-```http
+
+```HTTP
 GET /public/users/123
 X-Single-Record-As-Object: false
 ```
-```json
+
+```JSON
 {
   "success": true,
   "data": [{ "id": 123, "name": "John", "email": "john@example.com" }]
@@ -389,23 +408,26 @@ X-Single-Record-As-Object: false
 ```
 
 **How it works**:
-- When a query returns exactly **one record**, it's returned as an object
+
-- When a query returns **multiple records**, they're returned as an array
+* When a query returns exactly **one record**, it's returned as an object
-- Set `X-Single-Record-As-Object: false` to always receive arrays
+* When a query returns **multiple records**, they're returned as an array
-- Works with all response formats (simple, detail, syncfusion)
+* Set `X-Single-Record-As-Object: false` to always receive arrays
-- Applies to both read operations and create/update returning clauses
+* Works with all response formats (simple, detail, syncfusion)
+* Applies to both read operations and create/update returning clauses
 
 **Benefits**:
-- Cleaner API responses for single-record queries
+
-- No need to unwrap single-element arrays on the client side
+* Cleaner API responses for single-record queries
-- Better TypeScript/type inference support
+* No need to unwrap single-element arrays on the client side
-- Consistent with common REST API patterns
+* Better TypeScript/type inference support
-- Backward compatible via header opt-out
+* Consistent with common REST API patterns
+* Backward compatible via header opt-out
 
 ## Example Usage
 
 ### Reading Data with Related Entities
-```json
+
+```JSON
 POST /core/users
 {
   "operation": "read",
@@ -449,7 +471,7 @@ ResolveSpec now supports automatic handling of nested object graphs with intelli
 
 #### Creating Nested Objects
 
-```json
+```JSON
 POST /core/users
 {
   "operation": "create",
@@ -482,7 +504,7 @@ POST /core/users
 
 Control individual operations for each nested record using the special `_request` field:
 
-```json
+```JSON
 POST /core/users/123
 {
   "operation": "update",
@@ -508,11 +530,12 @@ POST /core/users/123
 }
 ```
 
-**Supported `_request` values**:
+**Supported** **`_request`** **values**:
-- `insert` - Create a new related record
+
-- `update` - Update an existing related record
+* `insert` - Create a new related record
-- `delete` - Delete a related record
+* `update` - Update an existing related record
-- `upsert` - Create if doesn't exist, update if exists
+* `delete` - Delete a related record
+* `upsert` - Create if doesn't exist, update if exists
 
 #### How It Works
 
@@ -524,14 +547,14 @@ POST /core/users/123
 
 #### Benefits
 
-- Reduce API round trips for complex object graphs
+* Reduce API round trips for complex object graphs
-- Maintain referential integrity automatically
+* Maintain referential integrity automatically
-- Simplify client-side code
+* Simplify client-side code
-- Atomic operations with automatic rollback on errors
+* Atomic operations with automatic rollback on errors
 
 ## Installation
 
-```bash
+```Shell
 go get github.com/bitechdev/ResolveSpec
 ```
 
@@ -541,7 +564,7 @@ go get github.com/bitechdev/ResolveSpec
 
 ResolveSpec uses JSON request bodies to specify query options:
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/resolvespec"
 
 // Create handler
@@ -568,7 +591,7 @@ resolvespec.SetupRoutes(router, handler)
 
 RestHeadSpec uses HTTP headers for query options instead of request body:
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/restheadspec"
 
 // Create handler with GORM
@@ -597,7 +620,7 @@ See [RestHeadSpec: Header-Based API](#restheadspec-header-based-api-1) for compl
 
 Your existing code continues to work without any changes:
 
-```go
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/resolvespec"
 
 // This still works exactly as before
@@ -615,7 +638,7 @@ ResolveSpec v2.0 introduces a new database and router abstraction layer while ma
 
 To update your imports:
 
-```bash
+```Shell
 # Update go.mod
 go mod edit -replace github.com/Warky-Devs/ResolveSpec=github.com/bitechdev/ResolveSpec@latest
 go mod tidy
@@ -627,7 +650,7 @@ go mod tidy
 
 Alternatively, use find and replace in your project:
 
-```bash
+```Shell
 find . -type f -name "*.go" -exec sed -i 's|github.com/Warky-Devs/ResolveSpec|github.com/bitechdev/ResolveSpec|g' {} +
 go mod tidy
 ```
@@ -642,7 +665,7 @@ go mod tidy
 
 ### Detailed Migration Guide
 
-For detailed migration instructions, examples, and best practices, see [MIGRATION_GUIDE.md](MIGRATION_GUIDE.md).
+For detailed migration instructions, examples, and best practices, see [MIGRATION\_GUIDE.md](MIGRATION_GUIDE.md).
 
 ## Architecture
 
@@ -684,22 +707,23 @@ Your Application Code
 
 ### Supported Database Layers
 
-- **GORM** (default, fully supported)
+* **GORM** (default, fully supported)
-- **Bun** (ready to use, included in dependencies)
+* **Bun** (ready to use, included in dependencies)
-- **Custom ORMs** (implement the `Database` interface)
+* **Custom ORMs** (implement the `Database` interface)
 
 ### Supported Routers
 
-- **Gorilla Mux** (built-in support with `SetupRoutes()`)
+* **Gorilla Mux** (built-in support with `SetupRoutes()`)
-- **BunRouter** (built-in support with `SetupBunRouterWithResolveSpec()`)
+* **BunRouter** (built-in support with `SetupBunRouterWithResolveSpec()`)
-- **Gin** (manual integration, see examples above)
+* **Gin** (manual integration, see examples above)
-- **Echo** (manual integration, see examples above)  
+* **Echo** (manual integration, see examples above)
-- **Custom Routers** (implement request/response adapters)
+* **Custom Routers** (implement request/response adapters)
 
 ### Option 2: New Database-Agnostic API
 
 #### With GORM (Recommended Migration Path)
-```go
+
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/resolvespec"
 
 // Create database adapter
@@ -715,7 +739,8 @@ handler := resolvespec.NewHandler(dbAdapter, registry)
 ```
 
 #### With Bun ORM
-```go
+
+```Go
 import "github.com/bitechdev/ResolveSpec/pkg/resolvespec"
 import "github.com/uptrace/bun"
 
@@ -730,7 +755,8 @@ handler := resolvespec.NewHandler(dbAdapter, registry)
 ### Router Integration
 
 #### Gorilla Mux (Built-in Support)
-```go
+
+```Go
 import "github.com/gorilla/mux"
 
 // Register models first
@@ -746,7 +772,8 @@ resolvespec.SetupMuxRoutes(router, handler, nil)
 ```
 
 #### Gin (Custom Integration)
-```go
+
+```Go
 import "github.com/gin-gonic/gin"
 
 func setupGin(handler *resolvespec.Handler) *gin.Engine {
@@ -769,7 +796,8 @@ func setupGin(handler *resolvespec.Handler) *gin.Engine {
 ```
 
 #### Echo (Custom Integration)
-```go
+
+```Go
 import "github.com/labstack/echo/v4"
 
 func setupEcho(handler *resolvespec.Handler) *echo.Echo {
@@ -792,7 +820,8 @@ func setupEcho(handler *resolvespec.Handler) *echo.Echo {
 ```
 
 #### BunRouter (Built-in Support)
-```go
+
+```Go
 import "github.com/uptrace/bunrouter"
 
 // Simple setup with built-in function
@@ -837,7 +866,8 @@ func setupFullUptrace(bunDB *bun.DB) *bunrouter.Router {
 ## Configuration
 
 ### Model Registration
-```go
+
+```Go
 type User struct {
     ID    uint   `json:"id" gorm:"primaryKey"`
     Name  string `json:"name"`
@@ -851,20 +881,24 @@ handler.RegisterModel("core", "users", &User{})
 ## Features in Detail
 
 ### Filtering
+
 Supported operators:
-- eq: Equal
+
-- neq: Not Equal
+* eq: Equal
-- gt: Greater Than
+* neq: Not Equal
-- gte: Greater Than or Equal
+* gt: Greater Than
-- lt: Less Than
+* gte: Greater Than or Equal
-- lte: Less Than or Equal
+* lt: Less Than
-- like: LIKE pattern matching
+* lte: Less Than or Equal
-- ilike: Case-insensitive LIKE
+* like: LIKE pattern matching
-- in: IN clause
+* ilike: Case-insensitive LIKE
+* in: IN clause
 
 ### Sorting
+
 Support for multiple sort criteria with direction:
-```json
+
+```JSON
 "sort": [
   {
     "column": "created_at",
@@ -878,8 +912,10 @@ Support for multiple sort criteria with direction:
 ```
 
 ### Computed Columns
+
 Define virtual columns using SQL expressions:
-```json
+
+```JSON
 "computedColumns": [
   {
     "name": "full_name",
@@ -892,7 +928,7 @@ Define virtual columns using SQL expressions:
 
 ### With New Architecture (Mockable)
 
-```go
+```Go
 import "github.com/stretchr/testify/mock"
 
 // Create mock database
@@ -927,14 +963,14 @@ ResolveSpec uses GitHub Actions for automated testing and quality checks. The CI
 
 The project includes automated workflows that:
 
-- **Test**: Run all tests with race detection and code coverage
+* **Test**: Run all tests with race detection and code coverage
-- **Lint**: Check code quality with golangci-lint
+* **Lint**: Check code quality with golangci-lint
-- **Build**: Verify the project builds successfully
+* **Build**: Verify the project builds successfully
-- **Multi-version**: Test against multiple Go versions (1.23.x, 1.24.x)
+* **Multi-version**: Test against multiple Go versions (1.23.x, 1.24.x)
 
 ### Running Tests Locally
 
-```bash
+```Shell
 # Run all tests
 go test -v ./...
 
@@ -952,13 +988,13 @@ golangci-lint run
 
 The project includes comprehensive test coverage:
 
-- **Unit Tests**: Individual component testing
+* **Unit Tests**: Individual component testing
-- **Integration Tests**: End-to-end API testing
+* **Integration Tests**: End-to-end API testing
-- **CRUD Tests**: Standalone tests for both ResolveSpec and RestHeadSpec APIs
+* **CRUD Tests**: Standalone tests for both ResolveSpec and RestHeadSpec APIs
 
 To run only the CRUD standalone tests:
 
-```bash
+```Shell
 go test -v ./tests -run TestCRUDStandalone
 ```
 
@@ -970,18 +1006,18 @@ Check the [Actions tab](../../actions) on GitHub to see the status of recent CI
 
 Add this badge to display CI status in your fork:
 
-```markdown
+```Markdown
 ![Tests](https://github.com/bitechdev/ResolveSpec/workflows/Tests/badge.svg)
 ```
 
 ## Security Considerations
 
-- Implement proper authentication and authorization
+* Implement proper authentication and authorization
-- Validate all input parameters
+* Validate all input parameters
-- Use prepared statements (handled by GORM/Bun/your ORM)
+* Use prepared statements (handled by GORM/Bun/your ORM)
-- Implement rate limiting
+* Implement rate limiting
-- Control access at schema/entity level
+* Control access at schema/entity level
-- **New**: Database abstraction layer provides additional security through interface boundaries
+* **New**: Database abstraction layer provides additional security through interface boundaries
 
 ## Contributing
 
@@ -993,94 +1029,106 @@ Add this badge to display CI status in your fork:
 
 ## License
 
-This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details. 
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
 
 ## What's New
 
 ### v3.0 (Latest - December 2025)
 
 **Explicit Route Registration (🆕)**:
-- **Breaking Change**: Routes are now created explicitly for each registered model
+
-- **Better Control**: Customize routes per model with more flexibility
+* **Breaking Change**: Routes are now created explicitly for each registered model
-- **Registration Order**: Models must be registered BEFORE calling SetupMuxRoutes/SetupBunRouterRoutes
+* **Better Control**: Customize routes per model with more flexibility
-- **Benefits**: More flexible routing, easier to add custom routes per model, better performance
+* **Registration Order**: Models must be registered BEFORE calling SetupMuxRoutes/SetupBunRouterRoutes
+* **Benefits**: More flexible routing, easier to add custom routes per model, better performance
 
 **OPTIONS Method & CORS Support (🆕)**:
-- **OPTIONS Endpoint**: Full OPTIONS method support for CORS preflight requests
+
-- **Metadata Response**: OPTIONS returns model metadata (same as GET /metadata)
+* **OPTIONS Endpoint**: Full OPTIONS method support for CORS preflight requests
-- **CORS Headers**: Comprehensive CORS headers on all responses
+* **Metadata Response**: OPTIONS returns model metadata (same as GET /metadata)
-- **Header Support**: All HeadSpec custom headers (`X-Select-Fields`, `X-FieldFilter-*`, etc.) allowed
+* **CORS Headers**: Comprehensive CORS headers on all responses
-- **No Auth on OPTIONS**: CORS preflight requests don't require authentication
+* **Header Support**: All HeadSpec custom headers (`X-Select-Fields`, `X-FieldFilter-*`, etc.) allowed
-- **Configurable**: Customize CORS settings via `common.CORSConfig`
+* **No Auth on OPTIONS**: CORS preflight requests don't require authentication
+* **Configurable**: Customize CORS settings via `common.CORSConfig`
 
 **Migration Notes**:
-- Update your code to register models BEFORE calling SetupMuxRoutes/SetupBunRouterRoutes
+
-- Routes like `/public/users` are now created per registered model instead of using dynamic `/{schema}/{entity}` pattern
+* Update your code to register models BEFORE calling SetupMuxRoutes/SetupBunRouterRoutes
-- This is a **breaking change** but provides better control and flexibility
+* Routes like `/public/users` are now created per registered model instead of using dynamic `/{schema}/{entity}` pattern
+* This is a **breaking change** but provides better control and flexibility
 
 ### v2.1
 
 **Recursive CRUD Handler (🆕 Nov 11, 2025)**:
-- **Nested Object Graphs**: Automatically handle complex object hierarchies with parent-child relationships
+
-- **Foreign Key Resolution**: Automatic propagation of parent IDs to child records
+* **Nested Object Graphs**: Automatically handle complex object hierarchies with parent-child relationships
-- **Per-Record Operations**: Control create/update/delete operations per record via `_request` field
+* **Foreign Key Resolution**: Automatic propagation of parent IDs to child records
-- **Transaction Safety**: All nested operations execute atomically within database transactions
+* **Per-Record Operations**: Control create/update/delete operations per record via `_request` field
-- **Relationship Detection**: Automatic detection of belongsTo, hasMany, hasOne, and many2many relationships
+* **Transaction Safety**: All nested operations execute atomically within database transactions
-- **Deep Nesting Support**: Handle relationships at any depth level
+* **Relationship Detection**: Automatic detection of belongsTo, hasMany, hasOne, and many2many relationships
-- **Mixed Operations**: Combine insert, update, and delete operations in a single request
+* **Deep Nesting Support**: Handle relationships at any depth level
+* **Mixed Operations**: Combine insert, update, and delete operations in a single request
 
 **Primary Key Improvements (Nov 11, 2025)**:
-- **GetPrimaryKeyName**: Enhanced primary key detection for better preload and ID field handling
+
-- **Better GORM/Bun Support**: Improved compatibility with both ORMs for primary key operations
+* **GetPrimaryKeyName**: Enhanced primary key detection for better preload and ID field handling
-- **Computed Column Support**: Fixed computed columns functionality across handlers
+* **Better GORM/Bun Support**: Improved compatibility with both ORMs for primary key operations
+* **Computed Column Support**: Fixed computed columns functionality across handlers
 
 **Database Adapter Enhancements (Nov 11, 2025)**:
-- **Bun ORM Relations**: Using Scan model method for better has-many and many-to-many relationship handling
+
-- **Model Method Support**: Enhanced query building with proper model registration
+* **Bun ORM Relations**: Using Scan model method for better has-many and many-to-many relationship handling
-- **Improved Type Safety**: Better handling of relationship queries with type-aware scanning
+* **Model Method Support**: Enhanced query building with proper model registration
+* **Improved Type Safety**: Better handling of relationship queries with type-aware scanning
 
 **RestHeadSpec - Header-Based REST API**:
-- **Header-Based Querying**: All query options via HTTP headers instead of request body
+
-- **Lifecycle Hooks**: Before/after hooks for create, read, update, delete operations
+* **Header-Based Querying**: All query options via HTTP headers instead of request body
-- **Cursor Pagination**: Efficient cursor-based pagination with complex sorting
+* **Lifecycle Hooks**: Before/after hooks for create, read, update, delete operations
-- **Advanced Filtering**: Field filters, search operators, AND/OR logic
+* **Cursor Pagination**: Efficient cursor-based pagination with complex sorting
-- **Multiple Response Formats**: Simple, detailed, and Syncfusion-compatible responses
+* **Advanced Filtering**: Field filters, search operators, AND/OR logic
-- **Single Record as Object**: Automatically return single-element arrays as objects (default, toggleable via header)
+* **Multiple Response Formats**: Simple, detailed, and Syncfusion-compatible responses
-- **Base64 Support**: Base64-encoded header values for complex queries
+* **Single Record as Object**: Automatically return single-element arrays as objects (default, toggleable via header)
-- **Type-Aware Filtering**: Automatic type detection and conversion for filters
+* **Base64 Support**: Base64-encoded header values for complex queries
+* **Type-Aware Filtering**: Automatic type detection and conversion for filters
 
 **Core Improvements**:
-- Better model registry with schema.table format support
+
-- Enhanced validation and error handling
+* Better model registry with schema.table format support
-- Improved reflection safety
+* Enhanced validation and error handling
-- Fixed COUNT query issues with table aliasing
+* Improved reflection safety
-- Better pointer handling throughout the codebase
+* Fixed COUNT query issues with table aliasing
-- **Comprehensive Test Coverage**: Added standalone CRUD tests for both ResolveSpec and RestHeadSpec
+* Better pointer handling throughout the codebase
+* **Comprehensive Test Coverage**: Added standalone CRUD tests for both ResolveSpec and RestHeadSpec
 
 ### v2.0
 
 **Breaking Changes**:
-- **None!** Full backward compatibility maintained
+
+* **None!** Full backward compatibility maintained
 
 **New Features**:
-- **Database Abstraction**: Support for GORM, Bun, and custom ORMs
+
-- **Router Flexibility**: Works with any HTTP router through adapters
+* **Database Abstraction**: Support for GORM, Bun, and custom ORMs
-- **BunRouter Integration**: Built-in support for uptrace/bunrouter
+* **Router Flexibility**: Works with any HTTP router through adapters
-- **Better Architecture**: Clean separation of concerns with interfaces
+* **BunRouter Integration**: Built-in support for uptrace/bunrouter
-- **Enhanced Testing**: Mockable interfaces for comprehensive testing
+* **Better Architecture**: Clean separation of concerns with interfaces
-- **Migration Guide**: Step-by-step migration instructions
+* **Enhanced Testing**: Mockable interfaces for comprehensive testing
+* **Migration Guide**: Step-by-step migration instructions
 
 **Performance Improvements**:
-- More efficient query building through interface design
+
-- Reduced coupling between components
+* More efficient query building through interface design
-- Better memory management with interface boundaries
+* Reduced coupling between components
+* Better memory management with interface boundaries
 
 ## Acknowledgments
 
-- Inspired by REST, OData, and GraphQL's flexibility
+* Inspired by REST, OData, and GraphQL's flexibility
-- **Header-based approach**: Inspired by REST best practices and clean API design
+* **Header-based approach**: Inspired by REST best practices and clean API design
-- **Database Support**: [GORM](https://gorm.io) and [Bun](https://bun.uptrace.dev/)
+* **Database Support**: [GORM](https://gorm.io) and [Bun](https://bun.uptrace.dev/)
-- **Router Support**: Gorilla Mux (built-in), BunRouter, Gin, Echo, and others through adapters
+* **Router Support**: Gorilla Mux (built-in), BunRouter, Gin, Echo, and others through adapters
-- Slogan generated using DALL-E
+* Slogan generated using DALL-E
-- AI used for documentation checking and correction
+* AI used for documentation checking and correction
-- Community feedback and contributions that made v2.0 and v2.1 possible
+* Community feedback and contributions that made v2.0 and v2.1 possible
+

docker-compose.yml

@@ -0,0 +1,27 @@
+services:
+  postgres-test:
+    image: postgres:15-alpine
+    container_name: resolvespec-postgres-test
+    environment:
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+      POSTGRES_DB: postgres
+    ports:
+      - "5434:5432"
+    volumes:
+      - postgres-test-data:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+    networks:
+      - resolvespec-test
+
+volumes:
+  postgres-test-data:
+    driver: local
+
+networks:
+  resolvespec-test:
+    driver: bridge

go.mod

@@ -25,6 +25,7 @@ require (
 	go.opentelemetry.io/otel/trace v1.38.0
 	go.uber.org/zap v1.27.0
 	golang.org/x/time v0.14.0
+	gorm.io/driver/postgres v1.6.0
 	gorm.io/gorm v1.25.12
 )
 
@@ -39,6 +40,10 @@ require (
 	github.com/go-logr/logr v1.4.3 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.2 // indirect
+	github.com/jackc/pgpassfile v1.0.0 // indirect
+	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
+	github.com/jackc/pgx/v5 v5.6.0 // indirect
+	github.com/jackc/puddle/v2 v2.2.2 // indirect
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
@@ -61,8 +66,10 @@ require (
 	go.opentelemetry.io/proto/otlp v1.7.1 // indirect
 	go.uber.org/multierr v1.10.0 // indirect
 	go.yaml.in/yaml/v2 v2.4.2 // indirect
+	golang.org/x/crypto v0.41.0 // indirect
 	golang.org/x/exp v0.0.0-20250711185948-6ae5c78190dc // indirect
 	golang.org/x/net v0.43.0 // indirect
+	golang.org/x/sync v0.16.0 // indirect
 	golang.org/x/sys v0.35.0 // indirect
 	golang.org/x/text v0.28.0 // indirect
 	google.golang.org/genproto/googleapis/api v0.0.0-20250825161204-c5933d9347a5 // indirect

go.sum

@@ -10,6 +10,7 @@ github.com/cenkalti/backoff/v5 v5.0.3 h1:ZN+IMa753KfX5hd8vVaMixjnqRZ3y8CuJKRKj1x
 github.com/cenkalti/backoff/v5 v5.0.3/go.mod h1:rkhZdG3JZukswDf7f0cwqPNk4K0sa+F97BxZthm/crw=
 github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
 github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/rVNCu3HqELle0jiPLLBs70cWOduZpkS1E78=
@@ -37,6 +38,14 @@ github.com/gorilla/mux v1.8.1 h1:TuBL49tXwgrFYWhqrNgrUNEY92u81SPhu7sTdzQEiWY=
 github.com/gorilla/mux v1.8.1/go.mod h1:AKf9I4AEqPTmMytcMc0KkNouC66V3BtZ4qD5fmWSiMQ=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.2 h1:8Tjv8EJ+pM1xP8mK6egEbD1OgnVTyacbefKhmbLhIhU=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.2/go.mod h1:pkJQ2tZHJ0aFOVEEot6oZmaVEZcRme73eIFmhiVuRWs=
+github.com/jackc/pgpassfile v1.0.0 h1:/6Hmqy13Ss2zCq62VdNG8tM1wchn8zjSGOBJ6icpsIM=
+github.com/jackc/pgpassfile v1.0.0/go.mod h1:CEx0iS5ambNFdcRtxPj5JhEz+xB6uRky5eyVu/W2HEg=
+github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 h1:iCEnooe7UlwOQYpKFhBabPMi4aNAfoODPEFNiAnClxo=
+github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761/go.mod h1:5TJZWKEWniPve33vlWYSoGYefn3gLQRzjfDlhSJ9ZKM=
+github.com/jackc/pgx/v5 v5.6.0 h1:SWJzexBzPL5jb0GEsrPMLIsi/3jOo7RHlzTjcAeDrPY=
+github.com/jackc/pgx/v5 v5.6.0/go.mod h1:DNZ/vlrUnhWCoFGxHAG8U2ljioxukquj7utPDgtQdTw=
+github.com/jackc/puddle/v2 v2.2.2 h1:PR8nw+E/1w0GLuRFSmiioY6UooMp6KJv0/61nB7icHo=
+github.com/jackc/puddle/v2 v2.2.2/go.mod h1:vriiEXHvEE654aYKXXjOvZM39qJ0q+azkZFrfEOc3H4=
 github.com/jinzhu/inflection v1.0.0 h1:K317FqzuhWc8YvSVlFMCCUb36O/S9MCKRDI7QkRKD/E=
 github.com/jinzhu/inflection v1.0.0/go.mod h1:h+uFLlag+Qp1Va5pdKtLDYj+kHp5pxUVkryuEj+Srlc=
 github.com/jinzhu/now v1.1.5 h1:/o9tlHleP7gOFmsnYNz3RGnqzefHA47wQpKrrdTIwXQ=
@@ -75,6 +84,9 @@ github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec h1:W09IVJc94
 github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec/go.mod h1:qqbHyh8v60DhA7CoWK5oRCqLrMHRGoxYCSS9EjAz6Eo=
 github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR38lUII=
 github.com/rogpeppe/go-internal v1.13.1/go.mod h1:uMEvuHeurkdAXX61udpOXGD/AzZDWNMNyH2VO9fmH0o=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
+github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
 github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
@@ -126,6 +138,8 @@ go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8=
 go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E=
 go.yaml.in/yaml/v2 v2.4.2 h1:DzmwEr2rDGHl7lsFgAHxmNz/1NlQ7xLIrlN2h5d1eGI=
 go.yaml.in/yaml/v2 v2.4.2/go.mod h1:081UH+NErpNdqlCXm3TtEran0rJZGxAYx9hb/ELlsPU=
+golang.org/x/crypto v0.41.0 h1:WKYxWedPGCTVVl5+WHSSrOBT0O8lx32+zxmHxijgXp4=
+golang.org/x/crypto v0.41.0/go.mod h1:pO5AFd7FA68rFak7rOAGVuygIISepHftHnr8dr6+sUc=
 golang.org/x/exp v0.0.0-20250711185948-6ae5c78190dc h1:TS73t7x3KarrNd5qAipmspBDS1rkMcgVG/fS1aRb4Rc=
 golang.org/x/exp v0.0.0-20250711185948-6ae5c78190dc/go.mod h1:A+z0yzpGtvnG90cToK5n2tu8UJVP2XUATh+r+sfOOOc=
 golang.org/x/mod v0.26.0 h1:EGMPT//Ezu+ylkCijjPc+f4Aih7sZvaAr+O3EHBxvZg=
@@ -156,8 +170,11 @@ google.golang.org/protobuf v1.36.8/go.mod h1:fuxRtAxBytpl4zzqUh6/eyUujkJdNiuEkXn
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gorm.io/driver/postgres v1.6.0 h1:2dxzU8xJ+ivvqTRph34QX+WrRaJlmfyPqXmoGVjMBa4=
+gorm.io/driver/postgres v1.6.0/go.mod h1:vUw0mrGgrTK+uPHEhAdV4sfFELrByKVGnaVRkXDhtWo=
 gorm.io/gorm v1.25.12 h1:I0u8i2hWQItBq1WfE0o2+WuL9+8L21K9e2HHSTE/0f8=
 gorm.io/gorm v1.25.12/go.mod h1:xh7N7RHfYlNc5EmcI/El95gXusucDrQnHXe0+CgWcLQ=
 modernc.org/cc/v4 v4.26.2 h1:991HMkLjJzYBIfha6ECZdjrIYz2/1ayr+FL8GN+CNzM=

pkg/resolvespec/context_test.go

@@ -0,0 +1,138 @@
+package resolvespec
+
+import (
+	"context"
+	"testing"
+)
+
+func TestContextOperations(t *testing.T) {
+	ctx := context.Background()
+
+	// Test Schema
+	t.Run("WithSchema and GetSchema", func(t *testing.T) {
+		ctx = WithSchema(ctx, "public")
+		schema := GetSchema(ctx)
+		if schema != "public" {
+			t.Errorf("Expected schema 'public', got '%s'", schema)
+		}
+	})
+
+	// Test Entity
+	t.Run("WithEntity and GetEntity", func(t *testing.T) {
+		ctx = WithEntity(ctx, "users")
+		entity := GetEntity(ctx)
+		if entity != "users" {
+			t.Errorf("Expected entity 'users', got '%s'", entity)
+		}
+	})
+
+	// Test TableName
+	t.Run("WithTableName and GetTableName", func(t *testing.T) {
+		ctx = WithTableName(ctx, "public.users")
+		tableName := GetTableName(ctx)
+		if tableName != "public.users" {
+			t.Errorf("Expected tableName 'public.users', got '%s'", tableName)
+		}
+	})
+
+	// Test Model
+	t.Run("WithModel and GetModel", func(t *testing.T) {
+		type TestModel struct {
+			ID   int
+			Name string
+		}
+		model := &TestModel{ID: 1, Name: "test"}
+		ctx = WithModel(ctx, model)
+		retrieved := GetModel(ctx)
+		if retrieved == nil {
+			t.Error("Expected model to be retrieved, got nil")
+		}
+		if retrievedModel, ok := retrieved.(*TestModel); ok {
+			if retrievedModel.ID != 1 || retrievedModel.Name != "test" {
+				t.Errorf("Expected model with ID=1 and Name='test', got ID=%d, Name='%s'", retrievedModel.ID, retrievedModel.Name)
+			}
+		} else {
+			t.Error("Retrieved model is not of expected type")
+		}
+	})
+
+	// Test ModelPtr
+	t.Run("WithModelPtr and GetModelPtr", func(t *testing.T) {
+		type TestModel struct {
+			ID int
+		}
+		models := []*TestModel{}
+		ctx = WithModelPtr(ctx, &models)
+		retrieved := GetModelPtr(ctx)
+		if retrieved == nil {
+			t.Error("Expected modelPtr to be retrieved, got nil")
+		}
+	})
+
+	// Test WithRequestData
+	t.Run("WithRequestData", func(t *testing.T) {
+		type TestModel struct {
+			ID   int
+			Name string
+		}
+		model := &TestModel{ID: 1, Name: "test"}
+		modelPtr := &[]*TestModel{}
+
+		ctx = WithRequestData(ctx, "test_schema", "test_entity", "test_schema.test_entity", model, modelPtr)
+
+		if GetSchema(ctx) != "test_schema" {
+			t.Errorf("Expected schema 'test_schema', got '%s'", GetSchema(ctx))
+		}
+		if GetEntity(ctx) != "test_entity" {
+			t.Errorf("Expected entity 'test_entity', got '%s'", GetEntity(ctx))
+		}
+		if GetTableName(ctx) != "test_schema.test_entity" {
+			t.Errorf("Expected tableName 'test_schema.test_entity', got '%s'", GetTableName(ctx))
+		}
+		if GetModel(ctx) == nil {
+			t.Error("Expected model to be set")
+		}
+		if GetModelPtr(ctx) == nil {
+			t.Error("Expected modelPtr to be set")
+		}
+	})
+}
+
+func TestEmptyContext(t *testing.T) {
+	ctx := context.Background()
+
+	t.Run("GetSchema with empty context", func(t *testing.T) {
+		schema := GetSchema(ctx)
+		if schema != "" {
+			t.Errorf("Expected empty schema, got '%s'", schema)
+		}
+	})
+
+	t.Run("GetEntity with empty context", func(t *testing.T) {
+		entity := GetEntity(ctx)
+		if entity != "" {
+			t.Errorf("Expected empty entity, got '%s'", entity)
+		}
+	})
+
+	t.Run("GetTableName with empty context", func(t *testing.T) {
+		tableName := GetTableName(ctx)
+		if tableName != "" {
+			t.Errorf("Expected empty tableName, got '%s'", tableName)
+		}
+	})
+
+	t.Run("GetModel with empty context", func(t *testing.T) {
+		model := GetModel(ctx)
+		if model != nil {
+			t.Errorf("Expected nil model, got %v", model)
+		}
+	})
+
+	t.Run("GetModelPtr with empty context", func(t *testing.T) {
+		modelPtr := GetModelPtr(ctx)
+		if modelPtr != nil {
+			t.Errorf("Expected nil modelPtr, got %v", modelPtr)
+		}
+	})
+}

pkg/resolvespec/handler_test.go

@@ -0,0 +1,367 @@
+package resolvespec
+
+import (
+	"reflect"
+	"testing"
+
+	"github.com/bitechdev/ResolveSpec/pkg/common"
+)
+
+func TestNewHandler(t *testing.T) {
+	// Note: We can't create a real handler without actual DB and registry
+	// But we can test that the constructor doesn't panic with nil values
+	handler := NewHandler(nil, nil)
+	if handler == nil {
+		t.Error("Expected handler to be created, got nil")
+	}
+
+	if handler.hooks == nil {
+		t.Error("Expected hooks registry to be initialized")
+	}
+}
+
+func TestHandlerHooks(t *testing.T) {
+	handler := NewHandler(nil, nil)
+	hooks := handler.Hooks()
+	if hooks == nil {
+		t.Error("Expected hooks registry, got nil")
+	}
+}
+
+func TestSetFallbackHandler(t *testing.T) {
+	handler := NewHandler(nil, nil)
+
+	// We can't directly call the fallback without mocks, but we can verify it's set
+	handler.SetFallbackHandler(func(w common.ResponseWriter, r common.Request, params map[string]string) {
+		// Fallback handler implementation
+	})
+
+	if handler.fallbackHandler == nil {
+		t.Error("Expected fallback handler to be set")
+	}
+}
+
+func TestGetDatabase(t *testing.T) {
+	handler := NewHandler(nil, nil)
+	db := handler.GetDatabase()
+	// Should return nil since we passed nil
+	if db != nil {
+		t.Error("Expected nil database")
+	}
+}
+
+func TestParseTableName(t *testing.T) {
+	handler := NewHandler(nil, nil)
+
+	tests := []struct {
+		name           string
+		fullTableName  string
+		expectedSchema string
+		expectedTable  string
+	}{
+		{
+			name:           "Table with schema",
+			fullTableName:  "public.users",
+			expectedSchema: "public",
+			expectedTable:  "users",
+		},
+		{
+			name:           "Table without schema",
+			fullTableName:  "users",
+			expectedSchema: "",
+			expectedTable:  "users",
+		},
+		{
+			name:           "Multiple dots (use last)",
+			fullTableName:  "db.public.users",
+			expectedSchema: "db.public",
+			expectedTable:  "users",
+		},
+		{
+			name:           "Empty string",
+			fullTableName:  "",
+			expectedSchema: "",
+			expectedTable:  "",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			schema, table := handler.parseTableName(tt.fullTableName)
+			if schema != tt.expectedSchema {
+				t.Errorf("Expected schema '%s', got '%s'", tt.expectedSchema, schema)
+			}
+			if table != tt.expectedTable {
+				t.Errorf("Expected table '%s', got '%s'", tt.expectedTable, table)
+			}
+		})
+	}
+}
+
+func TestGetColumnType(t *testing.T) {
+	tests := []struct {
+		name         string
+		field        reflect.StructField
+		expectedType string
+	}{
+		{
+			name: "String field",
+			field: reflect.StructField{
+				Name: "Name",
+				Type: reflect.TypeOf(""),
+			},
+			expectedType: "string",
+		},
+		{
+			name: "Int field",
+			field: reflect.StructField{
+				Name: "Count",
+				Type: reflect.TypeOf(int(0)),
+			},
+			expectedType: "integer",
+		},
+		{
+			name: "Int32 field",
+			field: reflect.StructField{
+				Name: "ID",
+				Type: reflect.TypeOf(int32(0)),
+			},
+			expectedType: "integer",
+		},
+		{
+			name: "Int64 field",
+			field: reflect.StructField{
+				Name: "BigID",
+				Type: reflect.TypeOf(int64(0)),
+			},
+			expectedType: "bigint",
+		},
+		{
+			name: "Float32 field",
+			field: reflect.StructField{
+				Name: "Price",
+				Type: reflect.TypeOf(float32(0)),
+			},
+			expectedType: "float",
+		},
+		{
+			name: "Float64 field",
+			field: reflect.StructField{
+				Name: "Amount",
+				Type: reflect.TypeOf(float64(0)),
+			},
+			expectedType: "double",
+		},
+		{
+			name: "Bool field",
+			field: reflect.StructField{
+				Name: "Active",
+				Type: reflect.TypeOf(false),
+			},
+			expectedType: "boolean",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			colType := getColumnType(tt.field)
+			if colType != tt.expectedType {
+				t.Errorf("Expected column type '%s', got '%s'", tt.expectedType, colType)
+			}
+		})
+	}
+}
+
+func TestIsNullable(t *testing.T) {
+	tests := []struct {
+		name     string
+		field    reflect.StructField
+		nullable bool
+	}{
+		{
+			name: "Pointer type is nullable",
+			field: reflect.StructField{
+				Name: "Name",
+				Type: reflect.TypeOf((*string)(nil)),
+			},
+			nullable: true,
+		},
+		{
+			name: "Non-pointer type without explicit 'not null' tag",
+			field: reflect.StructField{
+				Name: "ID",
+				Type: reflect.TypeOf(int(0)),
+			},
+			nullable: true, // isNullable returns true if there's no explicit "not null" tag
+		},
+		{
+			name: "Field with 'not null' tag is not nullable",
+			field: reflect.StructField{
+				Name: "Email",
+				Type: reflect.TypeOf(""),
+				Tag:  `gorm:"not null"`,
+			},
+			nullable: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result := isNullable(tt.field)
+			if result != tt.nullable {
+				t.Errorf("Expected nullable=%v, got %v", tt.nullable, result)
+			}
+		})
+	}
+}
+
+func TestToSnakeCase(t *testing.T) {
+	tests := []struct {
+		input    string
+		expected string
+	}{
+		{
+			input:    "UserID",
+			expected: "user_id",
+		},
+		{
+			input:    "DepartmentName",
+			expected: "department_name",
+		},
+		{
+			input:    "ID",
+			expected: "id",
+		},
+		{
+			input:    "HTTPServer",
+			expected: "http_server",
+		},
+		{
+			input:    "createdAt",
+			expected: "created_at",
+		},
+		{
+			input:    "name",
+			expected: "name",
+		},
+		{
+			input:    "",
+			expected: "",
+		},
+		{
+			input:    "A",
+			expected: "a",
+		},
+		{
+			input:    "APIKey",
+			expected: "api_key",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.input, func(t *testing.T) {
+			result := toSnakeCase(tt.input)
+			if result != tt.expected {
+				t.Errorf("toSnakeCase(%q) = %q, expected %q", tt.input, result, tt.expected)
+			}
+		})
+	}
+}
+
+func TestExtractTagValue(t *testing.T) {
+	handler := NewHandler(nil, nil)
+
+	tests := []struct {
+		name     string
+		tag      string
+		key      string
+		expected string
+	}{
+		{
+			name:     "Extract foreignKey",
+			tag:      "foreignKey:UserID;references:ID",
+			key:      "foreignKey",
+			expected: "UserID",
+		},
+		{
+			name:     "Extract references",
+			tag:      "foreignKey:UserID;references:ID",
+			key:      "references",
+			expected: "ID",
+		},
+		{
+			name:     "Key not found",
+			tag:      "foreignKey:UserID;references:ID",
+			key:      "notfound",
+			expected: "",
+		},
+		{
+			name:     "Empty tag",
+			tag:      "",
+			key:      "foreignKey",
+			expected: "",
+		},
+		{
+			name:     "Single value",
+			tag:      "many2many:user_roles",
+			key:      "many2many",
+			expected: "user_roles",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result := handler.extractTagValue(tt.tag, tt.key)
+			if result != tt.expected {
+				t.Errorf("extractTagValue(%q, %q) = %q, expected %q", tt.tag, tt.key, result, tt.expected)
+			}
+		})
+	}
+}
+
+func TestApplyFilter(t *testing.T) {
+	// Note: Without a real database, we can't fully test query execution
+	// But we can test that the method exists
+	_ = NewHandler(nil, nil)
+
+	// The applyFilter method exists and can be tested with actual queries
+	// but requires database setup which is beyond unit test scope
+	t.Log("applyFilter method exists and is used in handler operations")
+}
+
+func TestShouldUseNestedProcessor(t *testing.T) {
+	handler := NewHandler(nil, nil)
+
+	tests := []struct {
+		name     string
+		data     map[string]interface{}
+		expected bool
+	}{
+		{
+			name: "Has _request field",
+			data: map[string]interface{}{
+				"_request": "nested",
+				"name":     "test",
+			},
+			expected: true,
+		},
+		{
+			name: "No special fields",
+			data: map[string]interface{}{
+				"name":  "test",
+				"email": "test@example.com",
+			},
+			expected: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			// Note: Without a real model, we can't fully test this
+			// But we can verify the function exists
+			result := handler.shouldUseNestedProcessor(tt.data, nil)
+			// The actual result depends on the model structure
+			_ = result
+		})
+	}
+}

pkg/resolvespec/hooks_test.go

@@ -0,0 +1,400 @@
+package resolvespec
+
+import (
+	"context"
+	"fmt"
+	"testing"
+)
+
+func TestHookRegistry(t *testing.T) {
+	registry := NewHookRegistry()
+
+	// Test registering a hook
+	called := false
+	hook := func(ctx *HookContext) error {
+		called = true
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+
+	if registry.Count(BeforeRead) != 1 {
+		t.Errorf("Expected 1 hook, got %d", registry.Count(BeforeRead))
+	}
+
+	// Test executing a hook
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	err := registry.Execute(BeforeRead, ctx)
+	if err != nil {
+		t.Errorf("Hook execution failed: %v", err)
+	}
+
+	if !called {
+		t.Error("Hook was not called")
+	}
+}
+
+func TestHookExecutionOrder(t *testing.T) {
+	registry := NewHookRegistry()
+
+	order := []int{}
+
+	hook1 := func(ctx *HookContext) error {
+		order = append(order, 1)
+		return nil
+	}
+
+	hook2 := func(ctx *HookContext) error {
+		order = append(order, 2)
+		return nil
+	}
+
+	hook3 := func(ctx *HookContext) error {
+		order = append(order, 3)
+		return nil
+	}
+
+	registry.Register(BeforeCreate, hook1)
+	registry.Register(BeforeCreate, hook2)
+	registry.Register(BeforeCreate, hook3)
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	err := registry.Execute(BeforeCreate, ctx)
+	if err != nil {
+		t.Errorf("Hook execution failed: %v", err)
+	}
+
+	if len(order) != 3 {
+		t.Errorf("Expected 3 hooks to be called, got %d", len(order))
+	}
+
+	if order[0] != 1 || order[1] != 2 || order[2] != 3 {
+		t.Errorf("Hooks executed in wrong order: %v", order)
+	}
+}
+
+func TestHookError(t *testing.T) {
+	registry := NewHookRegistry()
+
+	executed := []string{}
+
+	hook1 := func(ctx *HookContext) error {
+		executed = append(executed, "hook1")
+		return nil
+	}
+
+	hook2 := func(ctx *HookContext) error {
+		executed = append(executed, "hook2")
+		return fmt.Errorf("hook2 error")
+	}
+
+	hook3 := func(ctx *HookContext) error {
+		executed = append(executed, "hook3")
+		return nil
+	}
+
+	registry.Register(BeforeUpdate, hook1)
+	registry.Register(BeforeUpdate, hook2)
+	registry.Register(BeforeUpdate, hook3)
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	err := registry.Execute(BeforeUpdate, ctx)
+	if err == nil {
+		t.Error("Expected error from hook execution")
+	}
+
+	if len(executed) != 2 {
+		t.Errorf("Expected only 2 hooks to be executed, got %d", len(executed))
+	}
+
+	if executed[0] != "hook1" || executed[1] != "hook2" {
+		t.Errorf("Unexpected execution order: %v", executed)
+	}
+}
+
+func TestHookDataModification(t *testing.T) {
+	registry := NewHookRegistry()
+
+	modifyHook := func(ctx *HookContext) error {
+		if dataMap, ok := ctx.Data.(map[string]interface{}); ok {
+			dataMap["modified"] = true
+			ctx.Data = dataMap
+		}
+		return nil
+	}
+
+	registry.Register(BeforeCreate, modifyHook)
+
+	data := map[string]interface{}{
+		"name": "test",
+	}
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+		Data:    data,
+	}
+
+	err := registry.Execute(BeforeCreate, ctx)
+	if err != nil {
+		t.Errorf("Hook execution failed: %v", err)
+	}
+
+	modifiedData := ctx.Data.(map[string]interface{})
+	if !modifiedData["modified"].(bool) {
+		t.Error("Data was not modified by hook")
+	}
+}
+
+func TestRegisterMultiple(t *testing.T) {
+	registry := NewHookRegistry()
+
+	called := 0
+	hook := func(ctx *HookContext) error {
+		called++
+		return nil
+	}
+
+	registry.RegisterMultiple([]HookType{
+		BeforeRead,
+		BeforeCreate,
+		BeforeUpdate,
+	}, hook)
+
+	if registry.Count(BeforeRead) != 1 {
+		t.Error("Hook not registered for BeforeRead")
+	}
+	if registry.Count(BeforeCreate) != 1 {
+		t.Error("Hook not registered for BeforeCreate")
+	}
+	if registry.Count(BeforeUpdate) != 1 {
+		t.Error("Hook not registered for BeforeUpdate")
+	}
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	registry.Execute(BeforeRead, ctx)
+	registry.Execute(BeforeCreate, ctx)
+	registry.Execute(BeforeUpdate, ctx)
+
+	if called != 3 {
+		t.Errorf("Expected hook to be called 3 times, got %d", called)
+	}
+}
+
+func TestClearHooks(t *testing.T) {
+	registry := NewHookRegistry()
+
+	hook := func(ctx *HookContext) error {
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+	registry.Register(BeforeCreate, hook)
+
+	if registry.Count(BeforeRead) != 1 {
+		t.Error("Hook not registered")
+	}
+
+	registry.Clear(BeforeRead)
+
+	if registry.Count(BeforeRead) != 0 {
+		t.Error("Hook not cleared")
+	}
+
+	if registry.Count(BeforeCreate) != 1 {
+		t.Error("Wrong hook was cleared")
+	}
+}
+
+func TestClearAllHooks(t *testing.T) {
+	registry := NewHookRegistry()
+
+	hook := func(ctx *HookContext) error {
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+	registry.Register(BeforeCreate, hook)
+	registry.Register(BeforeUpdate, hook)
+
+	registry.ClearAll()
+
+	if registry.Count(BeforeRead) != 0 || registry.Count(BeforeCreate) != 0 || registry.Count(BeforeUpdate) != 0 {
+		t.Error("Not all hooks were cleared")
+	}
+}
+
+func TestHasHooks(t *testing.T) {
+	registry := NewHookRegistry()
+
+	if registry.HasHooks(BeforeRead) {
+		t.Error("Should not have hooks initially")
+	}
+
+	hook := func(ctx *HookContext) error {
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+
+	if !registry.HasHooks(BeforeRead) {
+		t.Error("Should have hooks after registration")
+	}
+}
+
+func TestGetAllHookTypes(t *testing.T) {
+	registry := NewHookRegistry()
+
+	hook := func(ctx *HookContext) error {
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+	registry.Register(BeforeCreate, hook)
+	registry.Register(AfterUpdate, hook)
+
+	types := registry.GetAllHookTypes()
+
+	if len(types) != 3 {
+		t.Errorf("Expected 3 hook types, got %d", len(types))
+	}
+
+	// Verify all expected types are present
+	expectedTypes := map[HookType]bool{
+		BeforeRead:   true,
+		BeforeCreate: true,
+		AfterUpdate:  true,
+	}
+
+	for _, hookType := range types {
+		if !expectedTypes[hookType] {
+			t.Errorf("Unexpected hook type: %s", hookType)
+		}
+	}
+}
+
+func TestHookContextHandler(t *testing.T) {
+	registry := NewHookRegistry()
+
+	var capturedHandler *Handler
+
+	hook := func(ctx *HookContext) error {
+		if ctx.Handler == nil {
+			return fmt.Errorf("handler is nil in hook context")
+		}
+		capturedHandler = ctx.Handler
+		return nil
+	}
+
+	registry.Register(BeforeRead, hook)
+
+	handler := &Handler{
+		hooks: registry,
+	}
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Handler: handler,
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	err := registry.Execute(BeforeRead, ctx)
+	if err != nil {
+		t.Errorf("Hook execution failed: %v", err)
+	}
+
+	if capturedHandler == nil {
+		t.Error("Handler was not captured from hook context")
+	}
+
+	if capturedHandler != handler {
+		t.Error("Captured handler does not match original handler")
+	}
+}
+
+func TestHookAbort(t *testing.T) {
+	registry := NewHookRegistry()
+
+	abortHook := func(ctx *HookContext) error {
+		ctx.Abort = true
+		ctx.AbortMessage = "Operation aborted by hook"
+		ctx.AbortCode = 403
+		return nil
+	}
+
+	registry.Register(BeforeCreate, abortHook)
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	err := registry.Execute(BeforeCreate, ctx)
+	if err == nil {
+		t.Error("Expected error when hook sets Abort=true")
+	}
+
+	if err.Error() != "operation aborted by hook: Operation aborted by hook" {
+		t.Errorf("Expected abort error message, got: %v", err)
+	}
+}
+
+func TestHookTypes(t *testing.T) {
+	// Test all hook type constants
+	hookTypes := []HookType{
+		BeforeRead,
+		AfterRead,
+		BeforeCreate,
+		AfterCreate,
+		BeforeUpdate,
+		AfterUpdate,
+		BeforeDelete,
+		AfterDelete,
+		BeforeScan,
+	}
+
+	for _, hookType := range hookTypes {
+		if string(hookType) == "" {
+			t.Errorf("Hook type should not be empty: %v", hookType)
+		}
+	}
+}
+
+func TestExecuteWithNoHooks(t *testing.T) {
+	registry := NewHookRegistry()
+
+	ctx := &HookContext{
+		Context: context.Background(),
+		Schema:  "test",
+		Entity:  "users",
+	}
+
+	// Executing with no registered hooks should not cause an error
+	err := registry.Execute(BeforeRead, ctx)
+	if err != nil {
+		t.Errorf("Execute should not fail with no hooks, got: %v", err)
+	}
+}

pkg/resolvespec/integration_test.go

@@ -0,0 +1,508 @@
+// +build integration
+
+package resolvespec
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"testing"
+	"time"
+
+	"github.com/gorilla/mux"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+	"gorm.io/gorm/logger"
+
+	"github.com/bitechdev/ResolveSpec/pkg/common"
+)
+
+// Test models
+type TestUser struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	Name      string    `gorm:"not null" json:"name"`
+	Email     string    `gorm:"uniqueIndex;not null" json:"email"`
+	Age       int       `json:"age"`
+	Active    bool      `gorm:"default:true" json:"active"`
+	CreatedAt time.Time `json:"created_at"`
+	Posts     []TestPost `gorm:"foreignKey:UserID" json:"posts,omitempty"`
+}
+
+func (TestUser) TableName() string {
+	return "test_users"
+}
+
+type TestPost struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	UserID    uint      `gorm:"not null" json:"user_id"`
+	Title     string    `gorm:"not null" json:"title"`
+	Content   string    `json:"content"`
+	Published bool      `gorm:"default:false" json:"published"`
+	CreatedAt time.Time `json:"created_at"`
+	User      *TestUser  `gorm:"foreignKey:UserID" json:"user,omitempty"`
+	Comments  []TestComment `gorm:"foreignKey:PostID" json:"comments,omitempty"`
+}
+
+func (TestPost) TableName() string {
+	return "test_posts"
+}
+
+type TestComment struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	PostID    uint      `gorm:"not null" json:"post_id"`
+	Content   string    `gorm:"not null" json:"content"`
+	CreatedAt time.Time `json:"created_at"`
+	Post      *TestPost  `gorm:"foreignKey:PostID" json:"post,omitempty"`
+}
+
+func (TestComment) TableName() string {
+	return "test_comments"
+}
+
+// Test helper functions
+func setupTestDB(t *testing.T) *gorm.DB {
+	// Get connection string from environment or use default
+	dsn := os.Getenv("TEST_DATABASE_URL")
+	if dsn == "" {
+		dsn = "host=localhost user=postgres password=postgres dbname=resolvespec_test port=5434 sslmode=disable"
+	}
+
+	db, err := gorm.Open(postgres.Open(dsn), &gorm.Config{
+		Logger: logger.Default.LogMode(logger.Silent),
+	})
+	if err != nil {
+		t.Skipf("Skipping integration test: database not available: %v", err)
+		return nil
+	}
+
+	// Run migrations
+	err = db.AutoMigrate(&TestUser{}, &TestPost{}, &TestComment{})
+	if err != nil {
+		t.Skipf("Skipping integration test: failed to migrate database: %v", err)
+		return nil
+	}
+
+	return db
+}
+
+func cleanupTestDB(t *testing.T, db *gorm.DB) {
+	// Clean up test data
+	db.Exec("TRUNCATE TABLE test_comments CASCADE")
+	db.Exec("TRUNCATE TABLE test_posts CASCADE")
+	db.Exec("TRUNCATE TABLE test_users CASCADE")
+}
+
+func createTestData(t *testing.T, db *gorm.DB) {
+	users := []TestUser{
+		{Name: "John Doe", Email: "john@example.com", Age: 30, Active: true},
+		{Name: "Jane Smith", Email: "jane@example.com", Age: 25, Active: true},
+		{Name: "Bob Johnson", Email: "bob@example.com", Age: 35, Active: false},
+	}
+
+	for i := range users {
+		if err := db.Create(&users[i]).Error; err != nil {
+			t.Fatalf("Failed to create test user: %v", err)
+		}
+	}
+
+	posts := []TestPost{
+		{UserID: users[0].ID, Title: "First Post", Content: "Hello World", Published: true},
+		{UserID: users[0].ID, Title: "Second Post", Content: "More content", Published: true},
+		{UserID: users[1].ID, Title: "Jane's Post", Content: "Jane's content", Published: false},
+	}
+
+	for i := range posts {
+		if err := db.Create(&posts[i]).Error; err != nil {
+			t.Fatalf("Failed to create test post: %v", err)
+		}
+	}
+
+	comments := []TestComment{
+		{PostID: posts[0].ID, Content: "Great post!"},
+		{PostID: posts[0].ID, Content: "Thanks for sharing"},
+		{PostID: posts[1].ID, Content: "Interesting"},
+	}
+
+	for i := range comments {
+		if err := db.Create(&comments[i]).Error; err != nil {
+			t.Fatalf("Failed to create test comment: %v", err)
+		}
+	}
+}
+
+// Integration tests
+func TestIntegration_CreateOperation(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Create a new user
+	requestBody := map[string]interface{}{
+		"operation": "create",
+		"data": map[string]interface{}{
+			"name":  "Test User",
+			"email": "test@example.com",
+			"age":   28,
+		},
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", "/public/test_users", bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v. Error: %v", response.Success, response.Error)
+	}
+
+	// Verify user was created
+	var user TestUser
+	if err := db.Where("email = ?", "test@example.com").First(&user).Error; err != nil {
+		t.Errorf("Failed to find created user: %v", err)
+	}
+
+	if user.Name != "Test User" {
+		t.Errorf("Expected name 'Test User', got '%s'", user.Name)
+	}
+}
+
+func TestIntegration_ReadOperation(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Read all users
+	requestBody := map[string]interface{}{
+		"operation": "read",
+		"options": map[string]interface{}{
+			"limit": 10,
+		},
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", "/public/test_users", bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	if response.Metadata == nil {
+		t.Fatal("Expected metadata, got nil")
+	}
+
+	if response.Metadata.Total != 3 {
+		t.Errorf("Expected 3 users, got %d", response.Metadata.Total)
+	}
+}
+
+func TestIntegration_ReadWithFilters(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Read users with age > 25
+	requestBody := map[string]interface{}{
+		"operation": "read",
+		"options": map[string]interface{}{
+			"filters": []map[string]interface{}{
+				{
+					"column":   "age",
+					"operator": "gt",
+					"value":    25,
+				},
+			},
+		},
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", "/public/test_users", bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d", w.Code)
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Should return 2 users (John: 30, Bob: 35)
+	if response.Metadata.Total != 2 {
+		t.Errorf("Expected 2 filtered users, got %d", response.Metadata.Total)
+	}
+}
+
+func TestIntegration_UpdateOperation(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Get user ID
+	var user TestUser
+	db.Where("email = ?", "john@example.com").First(&user)
+
+	// Update user
+	requestBody := map[string]interface{}{
+		"operation": "update",
+		"data": map[string]interface{}{
+			"id":   user.ID,
+			"age":  31,
+			"name": "John Doe Updated",
+		},
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", fmt.Sprintf("/public/test_users/%d", user.ID), bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	// Verify update
+	var updatedUser TestUser
+	db.First(&updatedUser, user.ID)
+
+	if updatedUser.Age != 31 {
+		t.Errorf("Expected age 31, got %d", updatedUser.Age)
+	}
+	if updatedUser.Name != "John Doe Updated" {
+		t.Errorf("Expected name 'John Doe Updated', got '%s'", updatedUser.Name)
+	}
+}
+
+func TestIntegration_DeleteOperation(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Get user ID
+	var user TestUser
+	db.Where("email = ?", "bob@example.com").First(&user)
+
+	// Delete user
+	requestBody := map[string]interface{}{
+		"operation": "delete",
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", fmt.Sprintf("/public/test_users/%d", user.ID), bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	// Verify deletion
+	var count int64
+	db.Model(&TestUser{}).Where("id = ?", user.ID).Count(&count)
+
+	if count != 0 {
+		t.Errorf("Expected user to be deleted, but found %d records", count)
+	}
+}
+
+func TestIntegration_MetadataOperation(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Get metadata
+	requestBody := map[string]interface{}{
+		"operation": "meta",
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", "/public/test_users", bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Check that metadata includes columns
+	// The response.Data is an interface{}, we need to unmarshal it properly
+	dataBytes, _ := json.Marshal(response.Data)
+	var metadata common.TableMetadata
+	if err := json.Unmarshal(dataBytes, &metadata); err != nil {
+		t.Fatalf("Failed to unmarshal metadata: %v. Raw data: %+v", err, response.Data)
+	}
+
+	if len(metadata.Columns) == 0 {
+		t.Error("Expected metadata to contain columns")
+	}
+
+	// Verify some expected columns
+	hasID := false
+	hasName := false
+	hasEmail := false
+	for _, col := range metadata.Columns {
+		if col.Name == "id" {
+			hasID = true
+			if !col.IsPrimary {
+				t.Error("Expected 'id' column to be primary key")
+			}
+		}
+		if col.Name == "name" {
+			hasName = true
+		}
+		if col.Name == "email" {
+			hasEmail = true
+		}
+	}
+
+	if !hasID || !hasName || !hasEmail {
+		t.Error("Expected metadata to contain 'id', 'name', and 'email' columns")
+	}
+}
+
+func TestIntegration_ReadWithPreload(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.RegisterModel("public", "test_users", TestUser{})
+	handler.RegisterModel("public", "test_posts", TestPost{})
+	handler.RegisterModel("public", "test_comments", TestComment{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Read users with posts preloaded
+	requestBody := map[string]interface{}{
+		"operation": "read",
+		"options": map[string]interface{}{
+			"filters": []map[string]interface{}{
+				{
+					"column":   "email",
+					"operator": "eq",
+					"value":    "john@example.com",
+				},
+			},
+			"preload": []map[string]interface{}{
+				{"relation": "posts"},
+			},
+		},
+	}
+
+	body, _ := json.Marshal(requestBody)
+	req := httptest.NewRequest("POST", "/public/test_users", bytes.NewBuffer(body))
+	req.Header.Set("Content-Type", "application/json")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Verify posts are preloaded
+	dataBytes, _ := json.Marshal(response.Data)
+	var users []TestUser
+	json.Unmarshal(dataBytes, &users)
+
+	if len(users) == 0 {
+		t.Fatal("Expected at least one user")
+	}
+
+	if len(users[0].Posts) == 0 {
+		t.Error("Expected posts to be preloaded")
+	}
+}

pkg/resolvespec/resolvespec_test.go

@@ -0,0 +1,114 @@
+package resolvespec
+
+import (
+	"testing"
+)
+
+func TestParseModelName(t *testing.T) {
+	tests := []struct {
+		name           string
+		fullName       string
+		expectedSchema string
+		expectedEntity string
+	}{
+		{
+			name:           "Model with schema",
+			fullName:       "public.users",
+			expectedSchema: "public",
+			expectedEntity: "users",
+		},
+		{
+			name:           "Model without schema",
+			fullName:       "users",
+			expectedSchema: "",
+			expectedEntity: "users",
+		},
+		{
+			name:           "Model with custom schema",
+			fullName:       "myschema.products",
+			expectedSchema: "myschema",
+			expectedEntity: "products",
+		},
+		{
+			name:           "Empty string",
+			fullName:       "",
+			expectedSchema: "",
+			expectedEntity: "",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			schema, entity := parseModelName(tt.fullName)
+			if schema != tt.expectedSchema {
+				t.Errorf("Expected schema '%s', got '%s'", tt.expectedSchema, schema)
+			}
+			if entity != tt.expectedEntity {
+				t.Errorf("Expected entity '%s', got '%s'", tt.expectedEntity, entity)
+			}
+		})
+	}
+}
+
+func TestBuildRoutePath(t *testing.T) {
+	tests := []struct {
+		name         string
+		schema       string
+		entity       string
+		expectedPath string
+	}{
+		{
+			name:         "With schema",
+			schema:       "public",
+			entity:       "users",
+			expectedPath: "/public/users",
+		},
+		{
+			name:         "Without schema",
+			schema:       "",
+			entity:       "users",
+			expectedPath: "/users",
+		},
+		{
+			name:         "Custom schema",
+			schema:       "admin",
+			entity:       "logs",
+			expectedPath: "/admin/logs",
+		},
+		{
+			name:         "Empty entity with schema",
+			schema:       "public",
+			entity:       "",
+			expectedPath: "/public/",
+		},
+		{
+			name:         "Both empty",
+			schema:       "",
+			entity:       "",
+			expectedPath: "/",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			path := buildRoutePath(tt.schema, tt.entity)
+			if path != tt.expectedPath {
+				t.Errorf("Expected path '%s', got '%s'", tt.expectedPath, path)
+			}
+		})
+	}
+}
+
+func TestNewStandardMuxRouter(t *testing.T) {
+	router := NewStandardMuxRouter()
+	if router == nil {
+		t.Error("Expected router to be created, got nil")
+	}
+}
+
+func TestNewStandardBunRouter(t *testing.T) {
+	router := NewStandardBunRouter()
+	if router == nil {
+		t.Error("Expected router to be created, got nil")
+	}
+}

pkg/restheadspec/context_test.go

@@ -0,0 +1,181 @@
+package restheadspec
+
+import (
+	"context"
+	"testing"
+
+	"github.com/bitechdev/ResolveSpec/pkg/common"
+)
+
+func TestContextOperations(t *testing.T) {
+	ctx := context.Background()
+
+	// Test Schema
+	t.Run("WithSchema and GetSchema", func(t *testing.T) {
+		ctx = WithSchema(ctx, "public")
+		schema := GetSchema(ctx)
+		if schema != "public" {
+			t.Errorf("Expected schema 'public', got '%s'", schema)
+		}
+	})
+
+	// Test Entity
+	t.Run("WithEntity and GetEntity", func(t *testing.T) {
+		ctx = WithEntity(ctx, "users")
+		entity := GetEntity(ctx)
+		if entity != "users" {
+			t.Errorf("Expected entity 'users', got '%s'", entity)
+		}
+	})
+
+	// Test TableName
+	t.Run("WithTableName and GetTableName", func(t *testing.T) {
+		ctx = WithTableName(ctx, "public.users")
+		tableName := GetTableName(ctx)
+		if tableName != "public.users" {
+			t.Errorf("Expected tableName 'public.users', got '%s'", tableName)
+		}
+	})
+
+	// Test Model
+	t.Run("WithModel and GetModel", func(t *testing.T) {
+		type TestModel struct {
+			ID   int
+			Name string
+		}
+		model := &TestModel{ID: 1, Name: "test"}
+		ctx = WithModel(ctx, model)
+		retrieved := GetModel(ctx)
+		if retrieved == nil {
+			t.Error("Expected model to be retrieved, got nil")
+		}
+		if retrievedModel, ok := retrieved.(*TestModel); ok {
+			if retrievedModel.ID != 1 || retrievedModel.Name != "test" {
+				t.Errorf("Expected model with ID=1 and Name='test', got ID=%d, Name='%s'", retrievedModel.ID, retrievedModel.Name)
+			}
+		} else {
+			t.Error("Retrieved model is not of expected type")
+		}
+	})
+
+	// Test ModelPtr
+	t.Run("WithModelPtr and GetModelPtr", func(t *testing.T) {
+		type TestModel struct {
+			ID int
+		}
+		models := []*TestModel{}
+		ctx = WithModelPtr(ctx, &models)
+		retrieved := GetModelPtr(ctx)
+		if retrieved == nil {
+			t.Error("Expected modelPtr to be retrieved, got nil")
+		}
+	})
+
+	// Test Options
+	t.Run("WithOptions and GetOptions", func(t *testing.T) {
+		limit := 10
+		options := ExtendedRequestOptions{
+			RequestOptions: common.RequestOptions{
+				Limit: &limit,
+			},
+		}
+		ctx = WithOptions(ctx, options)
+		retrieved := GetOptions(ctx)
+		if retrieved == nil {
+			t.Error("Expected options to be retrieved, got nil")
+			return
+		}
+		if retrieved.Limit == nil || *retrieved.Limit != 10 {
+			t.Error("Expected options to be retrieved with limit=10")
+		}
+	})
+
+	// Test WithRequestData
+	t.Run("WithRequestData", func(t *testing.T) {
+		type TestModel struct {
+			ID   int
+			Name string
+		}
+		model := &TestModel{ID: 1, Name: "test"}
+		modelPtr := &[]*TestModel{}
+		limit := 20
+		options := ExtendedRequestOptions{
+			RequestOptions: common.RequestOptions{
+				Limit: &limit,
+			},
+		}
+
+		ctx = WithRequestData(ctx, "test_schema", "test_entity", "test_schema.test_entity", model, modelPtr, options)
+
+		if GetSchema(ctx) != "test_schema" {
+			t.Errorf("Expected schema 'test_schema', got '%s'", GetSchema(ctx))
+		}
+		if GetEntity(ctx) != "test_entity" {
+			t.Errorf("Expected entity 'test_entity', got '%s'", GetEntity(ctx))
+		}
+		if GetTableName(ctx) != "test_schema.test_entity" {
+			t.Errorf("Expected tableName 'test_schema.test_entity', got '%s'", GetTableName(ctx))
+		}
+		if GetModel(ctx) == nil {
+			t.Error("Expected model to be set")
+		}
+		if GetModelPtr(ctx) == nil {
+			t.Error("Expected modelPtr to be set")
+		}
+		opts := GetOptions(ctx)
+		if opts == nil {
+			t.Error("Expected options to be set")
+			return
+		}
+		if opts.Limit == nil || *opts.Limit != 20 {
+			t.Error("Expected options to be set with limit=20")
+		}
+	})
+}
+
+func TestEmptyContext(t *testing.T) {
+	ctx := context.Background()
+
+	t.Run("GetSchema with empty context", func(t *testing.T) {
+		schema := GetSchema(ctx)
+		if schema != "" {
+			t.Errorf("Expected empty schema, got '%s'", schema)
+		}
+	})
+
+	t.Run("GetEntity with empty context", func(t *testing.T) {
+		entity := GetEntity(ctx)
+		if entity != "" {
+			t.Errorf("Expected empty entity, got '%s'", entity)
+		}
+	})
+
+	t.Run("GetTableName with empty context", func(t *testing.T) {
+		tableName := GetTableName(ctx)
+		if tableName != "" {
+			t.Errorf("Expected empty tableName, got '%s'", tableName)
+		}
+	})
+
+	t.Run("GetModel with empty context", func(t *testing.T) {
+		model := GetModel(ctx)
+		if model != nil {
+			t.Errorf("Expected nil model, got %v", model)
+		}
+	})
+
+	t.Run("GetModelPtr with empty context", func(t *testing.T) {
+		modelPtr := GetModelPtr(ctx)
+		if modelPtr != nil {
+			t.Errorf("Expected nil modelPtr, got %v", modelPtr)
+		}
+	})
+
+	t.Run("GetOptions with empty context", func(t *testing.T) {
+		options := GetOptions(ctx)
+		// GetOptions returns nil when context is empty
+		if options != nil {
+			t.Errorf("Expected nil options in empty context, got %v", options)
+		}
+	})
+}

pkg/restheadspec/handler.go

@@ -226,8 +226,20 @@ func (h *Handler) HandleGet(w common.ResponseWriter, r common.Request, params ma
 		return
 	}
 
-	metadata := h.generateMetadata(schema, entity, model)
+	// Parse request options from headers to get response format settings
-	h.sendResponse(w, metadata, nil)
+	options := h.parseOptionsFromHeaders(r, model)
+
+	tableMetadata := h.generateMetadata(schema, entity, model)
+	// Send with formatted response to respect DetailApi/SimpleApi/Syncfusion format
+	// Create empty metadata for response wrapper
+	responseMetadata := &common.Metadata{
+		Total:    0,
+		Filtered: 0,
+		Count:    0,
+		Limit:    0,
+		Offset:   0,
+	}
+	h.sendFormattedResponse(w, tableMetadata, responseMetadata, options)
 }
 
 // handleMeta processes meta operation requests

pkg/restheadspec/handler_nested_test.go

@@ -1,3 +1,5 @@
+// +build !integration
+
 package restheadspec
 
 import (

pkg/restheadspec/headers_test.go

@@ -0,0 +1,46 @@
+package restheadspec
+
+import (
+	"testing"
+)
+
+func TestDecodeHeaderValue(t *testing.T) {
+	tests := []struct {
+		name     string
+		input    string
+		expected string
+	}{
+		{
+			name:     "Normal string",
+			input:    "test",
+			expected: "test",
+		},
+		{
+			name:     "String without encoding prefix",
+			input:    "hello world",
+			expected: "hello world",
+		},
+		{
+			name:     "Empty string",
+			input:    "",
+			expected: "",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result := decodeHeaderValue(tt.input)
+			if result != tt.expected {
+				t.Errorf("Expected '%s', got '%s'", tt.expected, result)
+			}
+		})
+	}
+}
+
+// Note: The following functions are unexported (lowercase) and cannot be tested directly:
+// - parseSelectFields
+// - parseFieldFilter
+// - mapSearchOperator
+// - parseCommaSeparated
+// - parseSorting
+// These are tested indirectly through parseOptionsFromHeaders in query_params_test.go

pkg/restheadspec/integration_test.go

@@ -0,0 +1,556 @@
+// +build integration
+
+package restheadspec
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"testing"
+	"time"
+
+	"github.com/gorilla/mux"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+	"gorm.io/gorm/logger"
+
+	"github.com/bitechdev/ResolveSpec/pkg/common"
+)
+
+// Test models
+type TestUser struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	Name      string    `gorm:"not null" json:"name"`
+	Email     string    `gorm:"uniqueIndex;not null" json:"email"`
+	Age       int       `json:"age"`
+	Active    bool      `gorm:"default:true" json:"active"`
+	CreatedAt time.Time `json:"created_at"`
+	Posts     []TestPost `gorm:"foreignKey:UserID" json:"posts,omitempty"`
+}
+
+func (TestUser) TableName() string {
+	return "test_users"
+}
+
+type TestPost struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	UserID    uint      `gorm:"not null" json:"user_id"`
+	Title     string    `gorm:"not null" json:"title"`
+	Content   string    `json:"content"`
+	Published bool      `gorm:"default:false" json:"published"`
+	CreatedAt time.Time `json:"created_at"`
+	User      *TestUser  `gorm:"foreignKey:UserID" json:"user,omitempty"`
+	Comments  []TestComment `gorm:"foreignKey:PostID" json:"comments,omitempty"`
+}
+
+func (TestPost) TableName() string {
+	return "test_posts"
+}
+
+type TestComment struct {
+	ID        uint      `gorm:"primaryKey" json:"id"`
+	PostID    uint      `gorm:"not null" json:"post_id"`
+	Content   string    `gorm:"not null" json:"content"`
+	CreatedAt time.Time `json:"created_at"`
+	Post      *TestPost  `gorm:"foreignKey:PostID" json:"post,omitempty"`
+}
+
+func (TestComment) TableName() string {
+	return "test_comments"
+}
+
+// Test helper functions
+func setupTestDB(t *testing.T) *gorm.DB {
+	// Get connection string from environment or use default
+	dsn := os.Getenv("TEST_DATABASE_URL")
+	if dsn == "" {
+		dsn = "host=localhost user=postgres password=postgres dbname=restheadspec_test port=5434 sslmode=disable"
+	}
+
+	db, err := gorm.Open(postgres.Open(dsn), &gorm.Config{
+		Logger: logger.Default.LogMode(logger.Silent),
+	})
+	if err != nil {
+		t.Skipf("Skipping integration test: database not available: %v", err)
+		return nil
+	}
+
+	// Run migrations
+	err = db.AutoMigrate(&TestUser{}, &TestPost{}, &TestComment{})
+	if err != nil {
+		t.Skipf("Skipping integration test: failed to migrate database: %v", err)
+		return nil
+	}
+
+	return db
+}
+
+func cleanupTestDB(t *testing.T, db *gorm.DB) {
+	// Clean up test data
+	db.Exec("TRUNCATE TABLE test_comments CASCADE")
+	db.Exec("TRUNCATE TABLE test_posts CASCADE")
+	db.Exec("TRUNCATE TABLE test_users CASCADE")
+}
+
+func createTestData(t *testing.T, db *gorm.DB) {
+	users := []TestUser{
+		{Name: "John Doe", Email: "john@example.com", Age: 30, Active: true},
+		{Name: "Jane Smith", Email: "jane@example.com", Age: 25, Active: true},
+		{Name: "Bob Johnson", Email: "bob@example.com", Age: 35, Active: false},
+	}
+
+	for i := range users {
+		if err := db.Create(&users[i]).Error; err != nil {
+			t.Fatalf("Failed to create test user: %v", err)
+		}
+	}
+
+	posts := []TestPost{
+		{UserID: users[0].ID, Title: "First Post", Content: "Hello World", Published: true},
+		{UserID: users[0].ID, Title: "Second Post", Content: "More content", Published: true},
+		{UserID: users[1].ID, Title: "Jane's Post", Content: "Jane's content", Published: false},
+	}
+
+	for i := range posts {
+		if err := db.Create(&posts[i]).Error; err != nil {
+			t.Fatalf("Failed to create test post: %v", err)
+		}
+	}
+
+	comments := []TestComment{
+		{PostID: posts[0].ID, Content: "Great post!"},
+		{PostID: posts[0].ID, Content: "Thanks for sharing"},
+		{PostID: posts[1].ID, Content: "Interesting"},
+	}
+
+	for i := range comments {
+		if err := db.Create(&comments[i]).Error; err != nil {
+			t.Fatalf("Failed to create test comment: %v", err)
+		}
+	}
+}
+
+// Integration tests
+func TestIntegration_GetAllUsers(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("GET", "/public/test_users", nil)
+	req.Header.Set("X-DetailApi", "true")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	if response.Metadata == nil {
+		t.Fatal("Expected metadata, got nil")
+	}
+
+	if response.Metadata.Total != 3 {
+		t.Errorf("Expected 3 users, got %d", response.Metadata.Total)
+	}
+}
+
+func TestIntegration_GetUsersWithFilters(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Filter: age > 25
+	req := httptest.NewRequest("GET", "/public/test_users", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-SearchOp-Gt-Age", "25")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Should return 2 users (John: 30, Bob: 35)
+	if response.Metadata.Total != 2 {
+		t.Errorf("Expected 2 filtered users, got %d", response.Metadata.Total)
+	}
+}
+
+func TestIntegration_GetUsersWithPagination(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("GET", "/public/test_users", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-Limit", "2")
+	req.Header.Set("X-Offset", "1")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d", w.Code)
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Total should still be 3, but we're only retrieving 2 records starting from offset 1
+	if response.Metadata.Total != 3 {
+		t.Errorf("Expected total 3 users, got %d", response.Metadata.Total)
+	}
+
+	if response.Metadata.Limit != 2 {
+		t.Errorf("Expected limit 2, got %d", response.Metadata.Limit)
+	}
+
+	if response.Metadata.Offset != 1 {
+		t.Errorf("Expected offset 1, got %d", response.Metadata.Offset)
+	}
+}
+
+func TestIntegration_GetUsersWithSorting(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Sort by age descending
+	req := httptest.NewRequest("GET", "/public/test_users", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-Sort", "-age")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d", w.Code)
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Parse data to verify sort order
+	dataBytes, _ := json.Marshal(response.Data)
+	var users []TestUser
+	json.Unmarshal(dataBytes, &users)
+
+	if len(users) < 3 {
+		t.Fatal("Expected at least 3 users")
+	}
+
+	// Check that users are sorted by age descending (Bob:35, John:30, Jane:25)
+	if users[0].Age < users[1].Age || users[1].Age < users[2].Age {
+		t.Error("Expected users to be sorted by age descending")
+	}
+}
+
+func TestIntegration_GetUsersWithColumnsSelection(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("GET", "/public/test_users", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-Columns", "id,name,email")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Verify data was returned (column selection doesn't affect metadata count)
+	if response.Metadata.Total != 3 {
+		t.Errorf("Expected 3 users, got %d", response.Metadata.Total)
+	}
+}
+
+func TestIntegration_GetUsersWithPreload(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("GET", "/public/test_users?x-fieldfilter-email=john@example.com", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-Preload", "Posts")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Verify posts are preloaded
+	dataBytes, _ := json.Marshal(response.Data)
+	var users []TestUser
+	json.Unmarshal(dataBytes, &users)
+
+	if len(users) == 0 {
+		t.Fatal("Expected at least one user")
+	}
+
+	if len(users[0].Posts) == 0 {
+		t.Error("Expected posts to be preloaded")
+	}
+}
+
+func TestIntegration_GetMetadata(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("GET", "/public/test_users/metadata", nil)
+	req.Header.Set("X-DetailApi", "true")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v. Body: %s, Error: %v", response.Success, w.Body.String(), response.Error)
+	}
+
+	// Check that metadata includes columns
+	metadataBytes, _ := json.Marshal(response.Data)
+	var metadata common.TableMetadata
+	json.Unmarshal(metadataBytes, &metadata)
+
+	if len(metadata.Columns) == 0 {
+		t.Error("Expected metadata to contain columns")
+	}
+
+	// Verify some expected columns
+	hasID := false
+	hasName := false
+	hasEmail := false
+	for _, col := range metadata.Columns {
+		if col.Name == "id" {
+			hasID = true
+		}
+		if col.Name == "name" {
+			hasName = true
+		}
+		if col.Name == "email" {
+			hasEmail = true
+		}
+	}
+
+	if !hasID || !hasName || !hasEmail {
+		t.Error("Expected metadata to contain 'id', 'name', and 'email' columns")
+	}
+}
+
+func TestIntegration_OptionsRequest(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	req := httptest.NewRequest("OPTIONS", "/public/test_users", nil)
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d", w.Code)
+	}
+
+	// Check CORS headers
+	if w.Header().Get("Access-Control-Allow-Origin") == "" {
+		t.Error("Expected Access-Control-Allow-Origin header")
+	}
+
+	if w.Header().Get("Access-Control-Allow-Methods") == "" {
+		t.Error("Expected Access-Control-Allow-Methods header")
+	}
+}
+
+func TestIntegration_QueryParamsOverHeaders(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Query params should override headers
+	req := httptest.NewRequest("GET", "/public/test_users?x-limit=1", nil)
+	req.Header.Set("X-DetailApi", "true")
+	req.Header.Set("X-Limit", "10")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d", w.Code)
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Query param should win (limit=1)
+	if response.Metadata.Limit != 1 {
+		t.Errorf("Expected limit 1 from query param, got %d", response.Metadata.Limit)
+	}
+}
+
+func TestIntegration_GetSingleRecord(t *testing.T) {
+	db := setupTestDB(t)
+	defer cleanupTestDB(t, db)
+	createTestData(t, db)
+
+	handler := NewHandlerWithGORM(db)
+	handler.registry.RegisterModel("public.test_users", TestUser{})
+
+	muxRouter := mux.NewRouter()
+	SetupMuxRoutes(muxRouter, handler, nil)
+
+	// Get first user ID
+	var user TestUser
+	db.Where("email = ?", "john@example.com").First(&user)
+
+	req := httptest.NewRequest("GET", fmt.Sprintf("/public/test_users/%d", user.ID), nil)
+	req.Header.Set("X-DetailApi", "true")
+	w := httptest.NewRecorder()
+
+	muxRouter.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("Expected status 200, got %d. Body: %s", w.Code, w.Body.String())
+	}
+
+	var response common.Response
+	if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
+		t.Fatalf("Failed to parse response: %v", err)
+	}
+
+	if !response.Success {
+		t.Errorf("Expected success=true, got %v", response.Success)
+	}
+
+	// Verify it's a single record
+	dataBytes, _ := json.Marshal(response.Data)
+	var resultUser TestUser
+	json.Unmarshal(dataBytes, &resultUser)
+
+	if resultUser.Email != "john@example.com" {
+		t.Errorf("Expected user with email 'john@example.com', got '%s'", resultUser.Email)
+	}
+}

pkg/restheadspec/restheadspec.go

@@ -128,15 +128,17 @@ func SetupMuxRoutes(muxRouter *mux.Router, handler *Handler, authMiddleware Midd
 		}
 
 		// Register routes for this entity
+		// IMPORTANT: Register more specific routes before wildcard routes
+
 		// GET, POST for /{schema}/{entity}
 		muxRouter.Handle(entityPath, entityHandler).Methods("GET", "POST")
 
+		// GET for metadata (using HandleGet) - MUST be registered before /{id} route
+		muxRouter.Handle(metadataPath, metadataHandler).Methods("GET")
+
 		// GET, PUT, PATCH, DELETE, POST for /{schema}/{entity}/{id}
 		muxRouter.Handle(entityWithIDPath, entityWithIDHandler).Methods("GET", "PUT", "PATCH", "DELETE", "POST")
 
-		// GET for metadata (using HandleGet)
-		muxRouter.Handle(metadataPath, metadataHandler).Methods("GET")
-
 		// OPTIONS for CORS preflight - returns metadata
 		muxRouter.Handle(entityPath, optionsEntityHandler).Methods("OPTIONS")
 		muxRouter.Handle(entityWithIDPath, optionsEntityWithIDHandler).Methods("OPTIONS")

pkg/restheadspec/restheadspec_test.go

@@ -0,0 +1,114 @@
+package restheadspec
+
+import (
+	"testing"
+)
+
+func TestParseModelName(t *testing.T) {
+	tests := []struct {
+		name           string
+		fullName       string
+		expectedSchema string
+		expectedEntity string
+	}{
+		{
+			name:           "Model with schema",
+			fullName:       "public.users",
+			expectedSchema: "public",
+			expectedEntity: "users",
+		},
+		{
+			name:           "Model without schema",
+			fullName:       "users",
+			expectedSchema: "",
+			expectedEntity: "users",
+		},
+		{
+			name:           "Model with custom schema",
+			fullName:       "myschema.products",
+			expectedSchema: "myschema",
+			expectedEntity: "products",
+		},
+		{
+			name:           "Empty string",
+			fullName:       "",
+			expectedSchema: "",
+			expectedEntity: "",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			schema, entity := parseModelName(tt.fullName)
+			if schema != tt.expectedSchema {
+				t.Errorf("Expected schema '%s', got '%s'", tt.expectedSchema, schema)
+			}
+			if entity != tt.expectedEntity {
+				t.Errorf("Expected entity '%s', got '%s'", tt.expectedEntity, entity)
+			}
+		})
+	}
+}
+
+func TestBuildRoutePath(t *testing.T) {
+	tests := []struct {
+		name         string
+		schema       string
+		entity       string
+		expectedPath string
+	}{
+		{
+			name:         "With schema",
+			schema:       "public",
+			entity:       "users",
+			expectedPath: "/public/users",
+		},
+		{
+			name:         "Without schema",
+			schema:       "",
+			entity:       "users",
+			expectedPath: "/users",
+		},
+		{
+			name:         "Custom schema",
+			schema:       "admin",
+			entity:       "logs",
+			expectedPath: "/admin/logs",
+		},
+		{
+			name:         "Empty entity with schema",
+			schema:       "public",
+			entity:       "",
+			expectedPath: "/public/",
+		},
+		{
+			name:         "Both empty",
+			schema:       "",
+			entity:       "",
+			expectedPath: "/",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			path := buildRoutePath(tt.schema, tt.entity)
+			if path != tt.expectedPath {
+				t.Errorf("Expected path '%s', got '%s'", tt.expectedPath, path)
+			}
+		})
+	}
+}
+
+func TestNewStandardMuxRouter(t *testing.T) {
+	router := NewStandardMuxRouter()
+	if router == nil {
+		t.Error("Expected router to be created, got nil")
+	}
+}
+
+func TestNewStandardBunRouter(t *testing.T) {
+	router := NewStandardBunRouter()
+	if router == nil {
+		t.Error("Expected router to be created, got nil")
+	}
+}

scripts/init-test-dbs.sql

@@ -0,0 +1,7 @@
+-- Create test databases for integration tests
+CREATE DATABASE resolvespec_test;
+CREATE DATABASE restheadspec_test;
+
+-- Grant all privileges to postgres user
+GRANT ALL PRIVILEGES ON DATABASE resolvespec_test TO postgres;
+GRANT ALL PRIVILEGES ON DATABASE restheadspec_test TO postgres;

scripts/run-integration-tests.sh

@@ -0,0 +1,84 @@
+#!/bin/bash
+
+# Script to run integration tests with automatic PostgreSQL setup
+# Usage: ./scripts/run-integration-tests.sh [package]
+#   package: optional, can be "resolvespec", "restheadspec", or omit for both
+
+set -e
+
+# Colors for output
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+NC='\033[0m' # No Color
+
+echo -e "${GREEN}=== ResolveSpec Integration Tests ===${NC}\n"
+
+# Check if docker-compose is available
+if ! command -v docker-compose &> /dev/null; then
+    echo -e "${RED}Error: docker-compose is not installed${NC}"
+    echo "Please install docker-compose or run PostgreSQL manually"
+    echo "See INTEGRATION_TESTS.md for details"
+    exit 1
+fi
+
+# Clean up any existing containers and networks from previous runs
+echo -e "${YELLOW}Cleaning up existing containers and networks...${NC}"
+docker-compose down -v 2>/dev/null || true
+
+# Start PostgreSQL
+echo -e "${YELLOW}Starting PostgreSQL...${NC}"
+docker-compose up -d postgres-test
+
+# Wait for PostgreSQL to be ready
+echo -e "${YELLOW}Waiting for PostgreSQL to be ready...${NC}"
+max_attempts=30
+attempt=0
+
+while ! docker-compose exec -T postgres-test pg_isready -U postgres > /dev/null 2>&1; do
+    attempt=$((attempt + 1))
+    if [ $attempt -ge $max_attempts ]; then
+        echo -e "${RED}Error: PostgreSQL failed to start after ${max_attempts} seconds${NC}"
+        docker-compose logs postgres-test
+        docker-compose down
+        exit 1
+    fi
+    sleep 1
+    echo -n "."
+done
+
+echo -e "\n${GREEN}PostgreSQL is ready!${NC}\n"
+
+# Create test databases
+echo -e "${YELLOW}Creating test databases...${NC}"
+docker-compose exec -T postgres-test psql -U postgres -c "CREATE DATABASE resolvespec_test;" 2>/dev/null || echo "  resolvespec_test already exists"
+docker-compose exec -T postgres-test psql -U postgres -c "CREATE DATABASE restheadspec_test;" 2>/dev/null || echo "  restheadspec_test already exists"
+echo -e "${GREEN}Test databases ready!${NC}\n"
+
+# Determine which tests to run
+PACKAGE=""
+if [ "$1" == "resolvespec" ]; then
+    PACKAGE="./pkg/resolvespec"
+    echo -e "${YELLOW}Running resolvespec integration tests...${NC}\n"
+elif [ "$1" == "restheadspec" ]; then
+    PACKAGE="./pkg/restheadspec"
+    echo -e "${YELLOW}Running restheadspec integration tests...${NC}\n"
+else
+    PACKAGE="./pkg/resolvespec ./pkg/restheadspec"
+    echo -e "${YELLOW}Running all integration tests...${NC}\n"
+fi
+
+# Run tests
+if go test -tags=integration $PACKAGE -v; then
+    echo -e "\n${GREEN}✓ All integration tests passed!${NC}"
+    EXIT_CODE=0
+else
+    echo -e "\n${RED}✗ Some integration tests failed${NC}"
+    EXIT_CODE=1
+fi
+
+# Cleanup
+echo -e "\n${YELLOW}Stopping PostgreSQL...${NC}"
+docker-compose down
+
+exit $EXIT_CODE

tests/INTEGRATION_TESTS.md

@@ -0,0 +1,265 @@
+# Integration Tests
+
+This document describes how to run integration tests for ResolveSpec packages with a PostgreSQL database.
+
+## Overview
+
+Integration tests validate the full functionality of both `pkg/resolvespec` and `pkg/restheadspec` packages with an actual PostgreSQL database. These tests cover:
+
+- CRUD operations (Create, Read, Update, Delete)
+- Filtering and sorting
+- Pagination
+- Column selection
+- Relationship preloading
+- Metadata generation
+- Query parameter parsing
+- CORS handling
+
+## Prerequisites
+
+- Go 1.19 or later
+- PostgreSQL 12 or later
+- Docker and Docker Compose (optional, for easy setup)
+
+## Quick Start with Docker
+
+### 1. Start PostgreSQL with Docker Compose
+
+```bash
+docker-compose up -d postgres-test
+```
+
+This starts a PostgreSQL container with the following default settings:
+- Host: localhost
+- Port: 5432
+- User: postgres
+- Password: postgres
+- Databases: resolvespec_test, restheadspec_test
+
+### 2. Run Integration Tests
+
+```bash
+# Run all integration tests
+go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+
+# Run only resolvespec integration tests
+go test -tags=integration ./pkg/resolvespec -v
+
+# Run only restheadspec integration tests
+go test -tags=integration ./pkg/restheadspec -v
+```
+
+### 3. Stop PostgreSQL
+
+```bash
+docker-compose down
+```
+
+## Manual PostgreSQL Setup
+
+If you prefer to use an existing PostgreSQL installation:
+
+### 1. Create Test Databases
+
+```sql
+CREATE DATABASE resolvespec_test;
+CREATE DATABASE restheadspec_test;
+```
+
+### 2. Set Environment Variable
+
+```bash
+# For resolvespec tests
+export TEST_DATABASE_URL="host=localhost user=postgres password=yourpassword dbname=resolvespec_test port=5432 sslmode=disable"
+
+# For restheadspec tests (uses same env var with different dbname)
+export TEST_DATABASE_URL="host=localhost user=postgres password=yourpassword dbname=restheadspec_test port=5432 sslmode=disable"
+```
+
+### 3. Run Tests
+
+```bash
+go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+```
+
+## Test Coverage
+
+### pkg/resolvespec Integration Tests
+
+| Test | Description |
+|------|-------------|
+| `TestIntegration_CreateOperation` | Tests creating new records via API |
+| `TestIntegration_ReadOperation` | Tests reading all records with pagination |
+| `TestIntegration_ReadWithFilters` | Tests filtering records (e.g., age > 25) |
+| `TestIntegration_UpdateOperation` | Tests updating existing records |
+| `TestIntegration_DeleteOperation` | Tests deleting records |
+| `TestIntegration_MetadataOperation` | Tests retrieving table metadata |
+| `TestIntegration_ReadWithPreload` | Tests eager loading relationships |
+
+### pkg/restheadspec Integration Tests
+
+| Test | Description |
+|------|-------------|
+| `TestIntegration_GetAllUsers` | Tests GET request to retrieve all records |
+| `TestIntegration_GetUsersWithFilters` | Tests header-based filtering |
+| `TestIntegration_GetUsersWithPagination` | Tests limit/offset pagination |
+| `TestIntegration_GetUsersWithSorting` | Tests sorting by column |
+| `TestIntegration_GetUsersWithColumnsSelection` | Tests selecting specific columns |
+| `TestIntegration_GetUsersWithPreload` | Tests relationship preloading |
+| `TestIntegration_GetMetadata` | Tests metadata endpoint |
+| `TestIntegration_OptionsRequest` | Tests OPTIONS/CORS handling |
+| `TestIntegration_QueryParamsOverHeaders` | Tests query param precedence |
+| `TestIntegration_GetSingleRecord` | Tests retrieving single record by ID |
+
+## Test Data
+
+Integration tests use the following test models:
+
+### TestUser
+```go
+type TestUser struct {
+    ID        uint
+    Name      string
+    Email     string (unique)
+    Age       int
+    Active    bool
+    CreatedAt time.Time
+    Posts     []TestPost
+}
+```
+
+### TestPost
+```go
+type TestPost struct {
+    ID        uint
+    UserID    uint
+    Title     string
+    Content   string
+    Published bool
+    CreatedAt time.Time
+    User      *TestUser
+    Comments  []TestComment
+}
+```
+
+### TestComment
+```go
+type TestComment struct {
+    ID        uint
+    PostID    uint
+    Content   string
+    CreatedAt time.Time
+    Post      *TestPost
+}
+```
+
+## Troubleshooting
+
+### Connection Refused
+
+If you see "connection refused" errors:
+
+1. Check that PostgreSQL is running:
+   ```bash
+   docker-compose ps
+   ```
+
+2. Verify connection parameters:
+   ```bash
+   psql -h localhost -U postgres -d resolvespec_test
+   ```
+
+3. Check firewall settings if using remote PostgreSQL
+
+### Permission Denied
+
+Ensure the PostgreSQL user has necessary permissions:
+
+```sql
+GRANT ALL PRIVILEGES ON DATABASE resolvespec_test TO postgres;
+GRANT ALL PRIVILEGES ON DATABASE restheadspec_test TO postgres;
+```
+
+### Tests Fail with "relation does not exist"
+
+The tests automatically run migrations, but if you encounter this error:
+
+1. Ensure your DATABASE_URL environment variable is correct
+2. Check that the database exists
+3. Verify the user has CREATE TABLE permissions
+
+### Clean Database Between Runs
+
+Each test automatically cleans up its data using `TRUNCATE`. If you need a fresh database:
+
+```bash
+# Stop and remove containers (removes data)
+docker-compose down -v
+
+# Restart
+docker-compose up -d postgres-test
+```
+
+## CI/CD Integration
+
+### GitHub Actions Example
+
+```yaml
+name: Integration Tests
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    services:
+      postgres:
+        image: postgres:15
+        env:
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_DB: resolvespec_test
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Set up Go
+        uses: actions/setup-go@v4
+        with:
+          go-version: '1.21'
+
+      - name: Run integration tests
+        env:
+          TEST_DATABASE_URL: "host=localhost user=postgres password=postgres dbname=resolvespec_test port=5432 sslmode=disable"
+        run: |
+          go test -tags=integration ./pkg/resolvespec -v
+          go test -tags=integration ./pkg/restheadspec -v
+```
+
+## Performance Considerations
+
+- Integration tests are slower than unit tests due to database I/O
+- Each test sets up and tears down test data
+- Consider running integration tests separately from unit tests in CI/CD
+- Use connection pooling for better performance
+
+## Best Practices
+
+1. **Isolation**: Each test cleans up its data using TRUNCATE
+2. **Independent**: Tests don't depend on each other's state
+3. **Idempotent**: Tests can be run multiple times safely
+4. **Fast Setup**: Migrations run automatically
+5. **Flexible**: Works with any PostgreSQL instance via environment variables
+
+## Additional Resources
+
+- [PostgreSQL Docker Image](https://hub.docker.com/_/postgres)
+- [GORM Documentation](https://gorm.io/)
+- [Testing in Go](https://golang.org/doc/tutorial/add-a-test)

tests/QUICKSTART_TESTING.md

@@ -0,0 +1,135 @@
+# Testing Quick Start
+
+## ⚡ 30-Second Start
+
+```bash
+# Unit tests (no setup required)
+go test ./pkg/resolvespec ./pkg/restheadspec -v
+
+# Integration tests (automated)
+./scripts/run-integration-tests.sh
+```
+
+## 📋 Common Commands
+
+| What You Want | Command |
+|---------------|---------|
+| Run unit tests | `make test-unit` |
+| Run integration tests | `./scripts/run-integration-tests.sh` |
+| Run all tests | `make test` |
+| Coverage report | `make coverage` |
+| Start PostgreSQL | `make docker-up` |
+| Stop PostgreSQL | `make docker-down` |
+| See all commands | `make help` |
+
+## 📊 Current Test Coverage
+
+- **pkg/resolvespec**: 11.2% (28 unit + 7 integration tests)
+- **pkg/restheadspec**: 12.5% (50 unit + 10 integration tests)
+- **Total**: 95 tests
+
+## 🧪 Test Types
+
+### Unit Tests (Fast, No Database)
+Test individual functions and components in isolation.
+
+```bash
+go test ./pkg/resolvespec -v
+go test ./pkg/restheadspec -v
+```
+
+### Integration Tests (Requires PostgreSQL)
+Test full API operations with real database.
+
+```bash
+# Automated (recommended)
+./scripts/run-integration-tests.sh
+
+# Manual
+make docker-up
+go test -tags=integration ./pkg/resolvespec -v
+make docker-down
+```
+
+## 🔍 Run Specific Tests
+
+```bash
+# Run a specific test function
+go test ./pkg/resolvespec -run TestHookRegistry -v
+
+# Run tests matching a pattern
+go test ./pkg/resolvespec -run "TestHook.*" -v
+
+# Run integration test for specific feature
+go test -tags=integration ./pkg/restheadspec -run TestIntegration_GetUsersWithFilters -v
+```
+
+## 📈 Coverage Reports
+
+```bash
+# Generate HTML coverage report
+make coverage
+
+# View in terminal
+go test ./pkg/resolvespec -cover
+```
+
+## 🐛 Troubleshooting
+
+| Problem | Solution |
+|---------|----------|
+| "No tests found" | Use `-tags=integration` for integration tests |
+| "Connection refused" | Run `make docker-up` to start PostgreSQL |
+| "Permission denied" | Run `chmod +x scripts/run-integration-tests.sh` |
+| Tests fail randomly | Use `-race` flag to detect race conditions |
+
+## 📚 Full Documentation
+
+- **Complete Guide**: [README_TESTS.md](./README_TESTS.md)
+- **Integration Details**: [INTEGRATION_TESTS.md](./INTEGRATION_TESTS.md)
+- **All Commands**: `make help`
+
+## 🎯 What Gets Tested?
+
+### pkg/resolvespec
+- ✅ Context operations
+- ✅ Hook system
+- ✅ CRUD operations (Create, Read, Update, Delete)
+- ✅ Filtering and sorting
+- ✅ Relationship preloading
+- ✅ Metadata generation
+
+### pkg/restheadspec
+- ✅ Header-based API operations
+- ✅ Query parameter parsing
+- ✅ Pagination (limit/offset)
+- ✅ Column selection
+- ✅ CORS handling
+- ✅ Sorting by columns
+
+## 🚀 CI/CD
+
+GitHub Actions workflow is ready at `.github/workflows/tests.yml`
+
+Tests run automatically on:
+- Push to main/develop branches
+- Pull requests
+
+## 💡 Tips
+
+1. **Run unit tests frequently** - They're fast (< 1 second)
+2. **Run integration tests before commits** - Catches DB issues
+3. **Use `make test-integration-docker`** - Handles everything automatically
+4. **Check coverage reports** - Identify untested code
+5. **Use `-v` flag** - See detailed test output
+
+## 🎓 Next Steps
+
+1. Run unit tests: `make test-unit`
+2. Try integration tests: `./scripts/run-integration-tests.sh`
+3. Generate coverage: `make coverage`
+4. Read full guide: `README_TESTS.md`
+
+---
+
+**Need Help?** Check [README_TESTS.md](./README_TESTS.md) for detailed instructions.

tests/README_TESTS.md

@@ -0,0 +1,351 @@
+# Testing Guide
+
+This document provides a comprehensive guide to running tests for the ResolveSpec project.
+
+## Table of Contents
+
+- [Quick Start](#quick-start)
+- [Unit Tests](#unit-tests)
+- [Integration Tests](#integration-tests)
+- [Test Coverage](#test-coverage)
+- [CI/CD](#cicd)
+
+## Quick Start
+
+### Run All Unit Tests
+
+```bash
+# Simple
+go test ./pkg/resolvespec ./pkg/restheadspec -v
+
+# With coverage
+make test-unit
+```
+
+### Run Integration Tests (Automated with Docker)
+
+```bash
+# Easiest way - handles Docker automatically
+./scripts/run-integration-tests.sh
+
+# Or with make
+make test-integration-docker
+
+# Run specific package
+./scripts/run-integration-tests.sh resolvespec
+./scripts/run-integration-tests.sh restheadspec
+```
+
+### Run All Tests
+
+```bash
+make test
+```
+
+## Unit Tests
+
+Unit tests are located alongside the source files with `_test.go` suffix and **do not** require a database.
+
+### Test Structure
+
+```
+pkg/
+├── resolvespec/
+│   ├── context.go
+│   ├── context_test.go       # Unit tests
+│   ├── handler.go
+│   ├── handler_test.go        # Unit tests
+│   ├── hooks.go
+│   ├── hooks_test.go          # Unit tests
+│   └── integration_test.go    # Integration tests
+└── restheadspec/
+    ├── context.go
+    ├── context_test.go        # Unit tests
+    └── integration_test.go    # Integration tests
+```
+
+### Coverage Report
+
+#### Current Coverage
+
+- **pkg/resolvespec**: 11.2% (improved from 0%)
+- **pkg/restheadspec**: 12.5% (improved from 10.5%)
+
+#### What's Tested
+
+##### pkg/resolvespec
+- ✅ Context operations (WithSchema, GetEntity, etc.)
+- ✅ Hook registry (register, execute, clear)
+- ✅ Handler initialization
+- ✅ Utility functions (parseModelName, buildRoutePath, toSnakeCase)
+- ✅ Column type detection
+- ✅ Table name parsing
+
+##### pkg/restheadspec
+- ✅ Context operations including options
+- ✅ Hook system
+- ✅ Header parsing and decoding
+- ✅ Query parameter parsing
+- ✅ Nested relation detection
+- ✅ Row number operations
+
+### Running Specific Tests
+
+```bash
+# Run specific test function
+go test ./pkg/resolvespec -run TestHookRegistry -v
+
+# Run tests matching pattern
+go test ./pkg/resolvespec -run "TestHook.*" -v
+
+# Run with coverage
+go test ./pkg/resolvespec -cover
+
+# Generate HTML coverage report
+go test ./pkg/resolvespec -coverprofile=coverage.out
+go tool cover -html=coverage.out
+```
+
+## Integration Tests
+
+Integration tests require a PostgreSQL database and use the `// +build integration` tag.
+
+### Prerequisites
+
+**Option 1: Docker (Recommended)**
+- Docker and Docker Compose installed
+
+**Option 2: Manual PostgreSQL**
+- PostgreSQL 12+ installed and running
+- Create test databases manually (see below)
+
+### Setup with Docker
+
+1. **Start PostgreSQL**:
+   ```bash
+   make docker-up
+   # or
+   docker-compose up -d postgres-test
+   ```
+
+2. **Run Tests**:
+   ```bash
+   # Automated (recommended)
+   ./scripts/run-integration-tests.sh
+
+   # Manual
+   go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+   ```
+
+3. **Stop PostgreSQL**:
+   ```bash
+   make docker-down
+   # or
+   docker-compose down
+   ```
+
+### Setup without Docker
+
+1. **Create Databases**:
+   ```sql
+   CREATE DATABASE resolvespec_test;
+   CREATE DATABASE restheadspec_test;
+   ```
+
+2. **Set Environment Variable**:
+   ```bash
+   export TEST_DATABASE_URL="host=localhost user=postgres password=yourpass dbname=resolvespec_test port=5432 sslmode=disable"
+   ```
+
+3. **Run Tests**:
+   ```bash
+   go test -tags=integration ./pkg/resolvespec -v
+
+   # For restheadspec, update dbname in TEST_DATABASE_URL
+   export TEST_DATABASE_URL="host=localhost user=postgres password=yourpass dbname=restheadspec_test port=5432 sslmode=disable"
+   go test -tags=integration ./pkg/restheadspec -v
+   ```
+
+### Integration Test Coverage
+
+#### pkg/resolvespec (7 tests)
+- ✅ Create operation
+- ✅ Read operation with pagination
+- ✅ Read with filters (age > 25)
+- ✅ Update operation
+- ✅ Delete operation
+- ✅ Metadata retrieval
+- ✅ Read with relationship preloading
+
+#### pkg/restheadspec (10 tests)
+- ✅ GET all records
+- ✅ GET with header-based filters
+- ✅ GET with pagination (limit/offset)
+- ✅ GET with sorting
+- ✅ GET with column selection
+- ✅ GET with relationship preloading
+- ✅ Metadata endpoint
+- ✅ OPTIONS/CORS handling
+- ✅ Query params override headers
+- ✅ GET single record by ID
+
+## Test Coverage
+
+### Generate Coverage Reports
+
+```bash
+# Unit test coverage
+make coverage
+
+# Integration test coverage
+make coverage-integration
+
+# Both
+make coverage && make coverage-integration
+```
+
+Coverage reports are generated as HTML files:
+- `coverage.html` - Unit tests
+- `coverage-integration.html` - Integration tests
+
+### View Coverage
+
+```bash
+# Open in browser
+open coverage.html  # macOS
+xdg-open coverage.html  # Linux
+start coverage.html  # Windows
+```
+
+## Makefile Commands
+
+```bash
+make help                    # Show all available commands
+make test-unit              # Run unit tests
+make test-integration       # Run integration tests (requires PostgreSQL)
+make test                   # Run all tests
+make docker-up              # Start PostgreSQL
+make docker-down            # Stop PostgreSQL
+make test-integration-docker # Full automated integration test
+make clean                  # Clean up Docker volumes
+make coverage               # Generate unit test coverage
+make coverage-integration   # Generate integration test coverage
+```
+
+## CI/CD
+
+### GitHub Actions Example
+
+See `INTEGRATION_TESTS.md` for a complete GitHub Actions workflow example.
+
+Key points:
+- Use PostgreSQL service container
+- Run unit tests first (faster)
+- Run integration tests separately
+- Generate coverage reports
+- Upload coverage to codecov/coveralls
+
+### GitLab CI Example
+
+```yaml
+stages:
+  - test
+
+unit-tests:
+  stage: test
+  script:
+    - go test ./pkg/resolvespec ./pkg/restheadspec -v -cover
+
+integration-tests:
+  stage: test
+  services:
+    - postgres:15
+  variables:
+    POSTGRES_DB: resolvespec_test
+    POSTGRES_USER: postgres
+    POSTGRES_PASSWORD: postgres
+    TEST_DATABASE_URL: "host=postgres user=postgres password=postgres dbname=resolvespec_test port=5432 sslmode=disable"
+  script:
+    - go test -tags=integration ./pkg/resolvespec ./pkg/restheadspec -v
+```
+
+## Troubleshooting
+
+### Tests Won't Run
+
+**Problem**: `go test` finds no tests
+**Solution**: Make sure you're using the `-tags=integration` flag for integration tests
+
+```bash
+# Wrong (for integration tests)
+go test ./pkg/resolvespec -v
+
+# Correct
+go test -tags=integration ./pkg/resolvespec -v
+```
+
+### Database Connection Failed
+
+**Problem**: "connection refused" or "database does not exist"
+
+**Solutions**:
+1. Check PostgreSQL is running: `docker-compose ps`
+2. Verify databases exist: `docker-compose exec postgres-test psql -U postgres -l`
+3. Check environment variable: `echo $TEST_DATABASE_URL`
+4. Recreate databases: `make clean && make docker-up`
+
+### Permission Denied on Script
+
+**Problem**: `./scripts/run-integration-tests.sh: Permission denied`
+
+**Solution**:
+```bash
+chmod +x scripts/run-integration-tests.sh
+```
+
+### Tests Pass Locally but Fail in CI
+
+**Possible causes**:
+1. Different PostgreSQL version
+2. Missing environment variables
+3. Timezone differences
+4. Race conditions (use `-race` flag to detect)
+
+```bash
+go test -race -tags=integration ./pkg/resolvespec -v
+```
+
+## Best Practices
+
+1. **Run unit tests frequently** - They're fast and catch most issues
+2. **Run integration tests before commits** - Ensures DB operations work
+3. **Keep tests independent** - Each test should clean up after itself
+4. **Use descriptive test names** - `TestIntegration_GetUsersWithFilters` vs `TestGet`
+5. **Test error cases** - Not just the happy path
+6. **Mock external dependencies** - Use interfaces for testability
+7. **Maintain test data** - Keep test fixtures small and focused
+
+## Test Data
+
+Integration tests use these models:
+- **TestUser**: id, name, email, age, active, posts[]
+- **TestPost**: id, user_id, title, content, published, comments[]
+- **TestComment**: id, post_id, content
+
+Sample test data:
+- 3 users (John Doe, Jane Smith, Bob Johnson)
+- 3 posts (2 by John, 1 by Jane)
+- 3 comments (2 on first post, 1 on second)
+
+## Performance
+
+- **Unit tests**: ~0.003s per package
+- **Integration tests**: ~0.5-2s per package (depends on database)
+- **Total**: <10 seconds for all tests
+
+## Additional Resources
+
+- [Go Testing Documentation](https://golang.org/pkg/testing/)
+- [Table Driven Tests](https://github.com/golang/go/wiki/TableDrivenTests)
+- [GORM Testing](https://gorm.io/docs/testing.html)
+- [Integration Tests Guide](./INTEGRATION_TESTS.md)