Blog

Writing and notes

Practical notes on architecture, delivery, and AI-enabled product work.

May 15, 2026 - 6 min read

Building a Production RAG Pipeline That Doesn't Hallucinate

From chunking strategies to hallucination detection — how to build a RAG pipeline that actually works in production, not just in a demo.

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February 14, 2026 - 1 min read

Building a content-driven portfolio without Sanity

How to run a clean CMS workflow using Astro Content Collections and MDX files.

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February 13, 2026 - 1 min read

Why I moved my portfolio to Astro

Notes from migrating a portfolio app from hardcoded React data to content-driven architecture.

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