Build in Public Private Tools Don't Export Three years of private notes are harder to explain than I expected. What writing the README taught me about whether the compression was real.
KnowledgeForge 29 Versions, 23 Failures, and the Three-Line Fix That Changed Everything Six weeks ago I asked a simple question: could an AI system redesign a battle bot, test it in a live competitive arena, diagnose its own failures, and improve itself — without any human involvement in the loop? The answer turned out to be yes. It also took 23 consecutive failures to get there.
Build in Public How a ChatGPT Prompt Log Became a 43-Module AI Reasoning Framework In 2023, I had a ChatGPT Project with a growing stack of files in the knowledgebase. Not a framework. Just files. Instructions I'd written. Patterns I'd noticed. Things I wanted the model to carry between sessions. I was running a one-person shop, no team to
AI Coding Solo AI Builder: 6 Years, 4 Frameworks, No Partners From Google Ads scripts to 450 commits a month — and what ten years of going solo actually taught me about building alone in the AI era.
KnowledgeForge Benchmarking KnowledgeForge on GAIA: the Good, the Bad, and the Ugly I'm building KnowledgeForge (KF) — a reasoning framework that sits on top of a base model and routes work to specialized modes: a Critic for finding gaps, a Debugger for diagnosing failures, a Strategist for trade-off decisions, a Builder for producing artifacts. The promise is easy to state
