Labs

Technical experiments, builds, and R&D projects

// labs · apr 3, 2026

Building an AI Knowledge Base That Actually Works

Part 2 of two. The cleanup is done, so what does the retrieval side actually take? Building an AI knowledge base that returns the right answer.

→ read more // labs · apr 2, 2026

Your AI Knowledge Base Is Only as Good as What You Feed It

Part 1 of two. 87% of my AI knowledge base turned out to be noise. Preparing your documents is the step that decides whether RAG works at all.

→ read more // labs · mar 2, 2026

Building a Live Speech to Text AI

One thing you may not know about me is that when I run workshops or live demos for organisations, I always give the organiser explicit permission - twice - to interrupt me. Here's why: I have ADHD. I have it...

→ read more // labs · feb 14, 2026

Labs: Building a Production-Ready AI Project Manager in 12 Hours

HumanSpark Labs Report: The Spark Project Management Build A real build session: strategic conversation to working system in one evening, with no human code written. This report documents a real build...

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