Auto-Fix Defects — AI That Fixes Bugs Straight from Your Workboard. Log the Defect. The AI Fixes the Code.
Log a defect in WalnutAI's workboard and the AI agent reads the failure context, finds the broken code, implements the fix, and raises a PR — no copy-pasting into your editor required.
Trusted by engineering teams closing defects faster than they open
Average time a developer spends context-switching to understand, reproduce, and fix a defect logged by QA
Lines manually explained to the AI — the workboard already has every detail it needs
To assign a logged defect to the Cloud Agent and get a fix PR back
Stop re-explaining defects to your code editor that QA already documented
The traditional defect workflow is a relay race with unnecessary handoffs: QA logs a defect with steps, screenshots, expected vs actual results, and a linked test case — then a developer reads it, switches to their editor, opens an AI assistant, and re-explains the entire thing from scratch. WalnutAI eliminates the relay. The workboard defect already contains everything the AI needs. Assign it to the Cloud Agent and get a fix PR — no copy-paste, no re-explanation, no context loss.
The workboard is already the brief — the agent reads it directly
Every defect logged in WalnutAI’s workboard carries the full context the agent needs: the failing test case, step-by-step reproduction steps, expected vs actual results, screenshots of the failure, and the linked user story. The agent reads all of it automatically — nothing needs to be re-entered or re-explained in a separate tool.
Finds the broken code without being told where to look
The agent cross-references the defect’s linked story and test case against the indexed codebase to identify which files, functions, and logic paths are responsible for the failure. Developers don’t need to point it at the right file — the agent navigates to the source of the issue on its own.
Implements the fix and raises a PR in the same workflow
Once the agent has understood the defect and located the root cause, it implements the fix, creates a dedicated branch, and opens a pull request with a description that references the original defect, the failing test case, and what was changed. The fix is reviewable and traceable before anything is merged.
Closes the loop between test execution and code delivery
When a defect is fixed and the PR is merged, the linked test case and workboard item are updated automatically. QA sees the fix status without chasing the developer for an update — the defect-to-fix lifecycle is fully tracked inside WalnutAI from log to close.
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