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Available for work · 2 weeks

Engineering at the edge
of code & intelligence.

Al Amin Ahamed · 4+ years shipping Laravel platforms, WooCommerce extensions, WordPress plugins, and TypeScript systems. Now building with LLMs and agents — and writing about both.

PHP Laravel WordPress WooCommerce TypeScript Postgres AI · LLM Agents
Selected work → Read writing
4+ Years shipping
42+ Projects built
42+ Posts written
38+ Open source

01 · Selected work

Things I've built

All projects →
/Now

"At work: Senior Software Engineer at Codexpert. Deep focus on EasyCommerce — AI-driven product management, multi-vendor marketplace features, and performance work. Shipped several extensions to the WordPress.org repo thi..."

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02 · Writing

Recent essays

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May 25, 2026
· 0 min read

Prompt Versioning in Production: Managing LLM Prompts Like Code

How EasyCommerce manages LLM prompts across Claude, OpenAI, and DeepSeek with a versioned registry, structured evals in CI, and a rollback path that does not require a deployment.
May 25, 2026
· 0 min read

RAG Without a Framework: A Minimal pgvector Pipeline with Claude

How to build a complete RAG pipeline in Python without LangChain or LlamaIndex — chunking, embedding with text-embedding-3-large, pgvector retrieval, and grounded generation with Claude — with the tradeoffs that matter at production scale.
May 25, 2026
· 0 min read

Building a Claude Code MCP Server in Python: Lessons from codebase-research-agent

How codebase-research-agent exposes a tool-using AI agent as a Claude Code MCP server — JSON-RPC over Streamable HTTP, tool registration, streaming SSE, and the four things that broke in production before it worked reliably.
May 22, 2026
· 0 min read

How I Cut Edit Distance from 168 to 43 in a Legal Document RAG Pipeline

Three architectural changes that brought average edit distance from 168 to 43 in a legal document RAG pipeline — section-scoped chunking, section-scoped exemplar prompting, and switching from a general embedding model to a legal-domain one — with a CI eval suite that made the improvement trajectory visible and reproducible.

03 · AI playground

Ask my writing.

Ollama embeddings · Openai · pgvector. Cited answers, real code.

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avg latency 3.1s · always cites sources

04 · Stack snapshot

What I reach for

Full stack →
Languages
PHP TypeScript Go Python Rust
Frameworks
Laravel WordPress React Inertia.js Livewire Alpine.js Tailwind CSS
Databases
PostgreSQL MySQL / MariaDB Redis SQLite Meilisearch
AI / ML
Claude (Anthropic) Voyage AI LangChain / LlamaIndex pgvector Ollama OpenAI API
DevOps
Docker GitHub Actions Caddy Hetzner Cloud Supervisor Linux / Ubuntu
Tools
PhpStorm WP-CLI Pest PHPStan Laravel Pint Vite Playwright TablePlus Figma