building and evaluating ai coding agents.
- lamarck (private) evolves a coding agent's instruction file on tasks mined from git history. ships only if it wins on held-out tasks.
- expenseeye bank-statement analytics: csv auto-mapper, holt-winters forecast, recurring-charge reconciliation. demo
- ragleitus self-hosted rag. compare llm providers, evaluate answers.
- shan-auto idea → small tasks → coding agent → commit only if tests pass.