Practical essays on RAG pipelines, workflow orchestration, and production systems — written between builds, edited carefully.
Building production-ready Retrieval-Augmented Generation with PostgreSQL pgvector and OpenAI — and the lessons from hitting 99% retrieval accuracy in production.
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Why Astro is the right tool for content-focused sites, and how it changed the way I think about shipping JavaScript to the browser.
How durable workflow orchestration and parallel processing cut AI story generation latency by 10x — a practical guide for Python developers.
Cutting quotation time from five minutes to under one by wiring the WhatsApp Business API into legacy accounting systems — an automation field guide.
