Jeffrey Hoyt's Work | ContraWork by Jeffrey HoytJeffrey Hoyt
Program leader · Systems thinker · Builds with AI
AI product owner, AI builders. I set up Claude Cowork as a product owner that hands tasks to Claude Code sessions on my machine through an OAuth-protected connector. Each session works in its own git worktree and returns a pull request for review. The infrastructure runs as always-on Windows services; the end-to-end loop is in testing. Governing an AI-built codebase. Thursdai is written by AI coding agents, so I built the controls around them: every commit names the model that wrote it, every coding session emits a hash-chained record of what it changed, required CI checks gate every pull request, and quality ratchets only let violation counts go down. AI content agent for LinkedIn. I designed an agent that drafts three posts a week, finds posts worth replying to, attaches a source to every factual claim, and runs an automated claim check plus an adversarial fact-check. It then waits for my approval before scheduling in Typefully. Nothing goes out unreviewed. Thursdai: every AI decision, on the record. I founded and built a platform that issues a signed receipt for each AI decision, capturing the policy, evidence and human reviewer behind it. I built it with AI coding agents under program-grade specs, CI gates and review. getthursdai.com