Update README.md
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---
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## What I build
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## What is build
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- **Backend systems** — reliable services, APIs, integrations, and event-driven workloads.
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- **Data platforms** — PostgreSQL architecture, migrations, performance tuning, and complex financial workflows.
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- **AI infrastructure** — local-first model gateways, agents, memory systems, embeddings, and MCP integrations.
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- **Self-hosted software** — deployable services designed for privacy, control, and operational simplicity.
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## Featured projects
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| Project | Description |
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| --- | --- |
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| **ResolveSpec** | A flexible API specification and execution ecosystem spanning REST, WebSockets, MQTT, functions, and MCP. |
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| **RelSpec** | Database schema conversion, validation, and templating across PostgreSQL, SQLite, DBML, Prisma, GORM, Drizzle, and more. |
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| **Svelix** | Reusable Svelte components and application building blocks for forms, controls, and data-heavy interfaces. |
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| **Oranguru** | A focused Svelte library for building modern web applications. |
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| **AMCS** | The Avalon Memory Crystal Server—an MCP-based system for capturing, connecting, and retrieving project knowledge and thoughts. |
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| **Vecna** | An OpenAI-compatible embeddings gateway for local and hosted embedding providers. |
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| **DocUnum** | A document-generation and merge service supporting office formats, HTML, Markdown, and structured templates. |
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| **RiftCommander** | A modern dual-pane file manager inspired by Norton Commander, Total Commander, and Double Commander. |
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## Core technologies
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```text
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@@ -43,7 +30,7 @@ Infrastructure Linux · Podman · Docker · Kubernetes · systemd · ZFS
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AI & automation MCP · OpenAI-compatible APIs · Ollama · vLLM · LiteLLM
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```
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## How I work
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## How it works
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I favour software that is understandable, composable, and easy to operate.
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