tangle/faster-test-loop
Run the failing test file after each edit. Full suite once before finishing.
Tangle runs your agents in isolated sandboxes and turns every trace into proven improvements.
Coding harnesses, tool-calling agents, long-running workflows: each gets a real computer in a Tangle Sandbox with files, a terminal, and browser access.
$ claude running $ codex running $ opencode running $ hermes running $ openclaw running $ nanoclaw running $ kimi running $ pi running Record 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
Candidate passed the selected cases; review the results before rollout.
Isolated computers for agents: shell, files, browser, any coding harness.
sandbox.tangle.toolsAnalyze traces and compare candidate changes against held-out cases.
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