LLMs & agents
AI & machine learningLanguage models orchestrated as agents, with evaluation built into the flow, not the pitch.
Agents with a falsifiable prediction ledger: evaluation lives in the flow, not in the pitch.
Where it was used 03
- enjambre
Headless Claude Code with an explicit tool allow-list, no --dangerously-skip-permissions and a task contract (allowed files and done criteria).
- Claude Kit
Six subagents by lane (haiku to opus) and one review rule: the reviewer is never weaker than the author.
- Signal Agent
The judging step: the model reads the briefing and the criteria, emits a verdict as JSON, and eight hard rules decide whether it is allowed to persist.
Agents & AI automation
Claude Kit
The Claude Code setup I built this portfolio with: rules, agents, hooks and a status line that does not lie, the same on every machine.
Bash · jq · git · Claude Code
Agents & AI automation
Signal Agent
A market monitor where the model has to write a falsifiable prediction before it can be scored — 3 open, 0 resolved, the first ones due January 2027.
Python · GitHub Actions · SQLite

