SPipe Loop — Continuous Check & Implement

Automating the test-fail-fix loop involves continuously running your spec suite, reading failures, and driving code implementation to resolve errors. The process iterates until all tests achieve a green state or hits a maximum iteration limit.

Agent-assisted coding for continuous spec testing is a workflow where an agent reads failing expectations, implements code changes to address them, and re-runs tests. This failure-driven implementation repeats until the suite passes or hits iteration limits.

Iterative code fixing executes test targets, reports failures, and applies code changes in a loop. It stops when all specs pass or when reaching a maximum of 10 iterations, generating a report of fixed and remaining failures.

If failures remain after multiple iterations, the loop stops upon reaching a maximum iteration count of 10. It then outputs a report detailing which failures were fixed and which are remaining for manual review.

Use an automated test-fix loop for slow, repetitive test-fail-fix cycles where you want an agent to read failing specs, implement changes, and re-verify outcomes continuously. It enforces iteration limits to prevent endless debugging loops.