rai-bugfix-fix

Automated bugfix workflows enforce TDD cadence and gated validation across plan, implement, test, and verify stages. Fixes pass multiple gate checks before integration, ensuring traceable commits and atomic task execution for reliable remediation.

RED-GREEN-REFACTOR is a TDD cadence applied to bugfixes where tests are written to fail first, implementation passes the tests, and code is then refactored. This ensures fixes are validated before integration into the codebase.

Run a guided bugfix planning step to decompose the reported bug into atomic tasks. This generates per-bug plans that guide implementation, testing, and automated commits to a dedicated bugfix branch before review.

Yes, automated commits and gate checks drive software bug remediation by requiring fixes to pass all validation gates before merging. This gate-driven workflow pushes verified commits to a bugfix branch with traceable handoffs to a human reviewer.

A separate bugfix branch is required for gated validation workflows. Automated commits are pushed to this branch, allowing all gate checks to pass and ensuring traceable handoffs to a human reviewer before merging into the main repository.

TDD-driven bugfixes prevent regressions by enforcing test validation before code commits. Unlike direct patching, this gated approach requires passing all validation checks and generating traceable handoffs, ensuring fixes are verified before integration.