Explore

Pre-action checks for destructive ops, budget/turn limits, confirmation gates, and a structured audit log

Keep a long-running agent coherent past its context window: what to keep, what to summarize, and how to resume

Build a real eval suite for an agent or prompt: cases, graders, a baseline, and a regression gate

Find why a test is flaky rather than retrying it: classify the cause, prove it, fix it, and quarantine honestly

Approval gates for risky agent actions: what needs asking, how to ask well, and what an approval does not cover

Turn a wall of logs into a ranked set of hypotheses, each with the evidence for it and the cheapest way to test it

CLAUDE.md-style rules for secrets, input validation, authz, dependency hygiene, and PII logging

Cap an agent's tool calls, tokens, and wall-clock time, with a defined escalation path when a budget runs out

A minimal workflow that greets you, inspects the repo, and summarizes it.