tangle/faster-test-loop
Run the failing test file after each edit. Full suite once before finishing.
Tangle runs AI agents in isolated sandboxes and records their work. Compare changes before a person approves them.
Coding harnesses, tool-calling agents, long-running workflows: each gets a real computer in a Tangle Sandbox with files, a terminal, and browser access.
$ clauderunning$ codexrunning$ opencoderunning$ hermesrunning$ openclawrunning$ nanoclawrunning$ kimirunning$ pirunningRecord model calls, tool use, timing, tokens, and cost so a result can be inspected after the agent finishes.
Analyze multiple runs to find recurring failures and expensive steps worth testing as candidate changes.
Turn measured findings into a pull request, issue, skill proposal, or team summary. A person decides what ships.
tangle/faster-test-loop
Run the failing test file after each edit. Full suite once before finishing.
TAN-312
Adopt the failing-test-first loop across all coding agents.
skills/testing.md
Proposed testing guidance is ready for review.
summary
Review the candidate and its evidence before rollout.
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