Build in Public After the Build Most build-in-public content is the dramatic parts. The last week was mostly maintenance. What the quiet weeks actually look like.
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
