← The village
No. 02 · The workshop
Tools and usage
11,269 prompts to Claude Code across 45 projects, and 894 Codex sessions, in one year.
- Status
- Open
- Period
- 52 weeks to 29 Sept 2026
- Source
- Local Claude Code and Codex logs
- Kept
- Counts only, never content

The tools on the bench
- Claude CodePrimary builder and reviewer
- CodexSecond opinions and rescue passes
- DevinParallel implementation lanes
- GBrainShared memory every agent reads and writes
- AI InvestingNightly jobs for an AI that invests like Buffett
- TypeSafe JevBulk classification at low cost
What I can build with them
Agents
Runs parallel coding lanes across Claude Code, Codex and Devin. Each sits in its own worktree behind a local verify gate.
Evals
Blind audit for Startup Opportunities from Hacker News. Jev's need card fit 95% of the time; a random card 60%. Scored without labels visible.
Data pipelines
Classified 605,125 Hacker News comments, sampled from 3,991,507, into 149 needs for $22.51.
Research systems
AI Investing: a paper-trading research kernel with blind twins. Nightly jobs run on a VPS, with failure alerts to Discord.