AI-assisted dev workflows
Pushing on how far agentic coding tools can go when kept on rails — and where self-hosted open models replace paid APIs for the boring, high-volume work.
Running notes:
- Claude Code / Codex / Harness as the front-of-funnel for planning + diffs.
- Self-hosted OSS LLMs for summarization and classification volume — cost to near zero.
- Open question: where does the human-review checkpoint give the best leverage-to-effort ratio?