Thoughts & Concepts
Building a RAG system for SEC filings
Natural language search over SEC filings with direct API access.
Posted on:Jan 2026Finding content angles in saturated markets
On targeting the problem before the popular one.
Posted on:Nov 2025How I untangled and optimised a codebase without a rewrite
On keeping functionality stable and evolution affordable.
Posted on:Jul 2025From problem to product to post-mortem
Re-visiting an unused project to discover what happened
Posted on:May 2025Smarter iterations, faster deployments
A small reflection on the use of staging environments
Posted on:Apr 2025