Developer Tools●●●Banger
Helix – open-source self-healing back end for production crashes
Sentry-to-PR pipeline writes failing tests first, then fixes the bug.
Solve My ProblemBig BrainShip It
NomiJ
242mo ago
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Self-Healing Back End That Does TDD
by NomiJ·Apr 14, 2026·2 points·1 comment
AI Analysis
●●SolidShip ItSolve My Problem
TDD-first auto-fix approach writes failing tests before generating patches, not just patching blindly.
Strengths
- •Four-agent pipeline with QA agent validating test correctness before Forge attempts fixes.
- •Self-hosted Docker Compose deployment with Ollama support for fully local LLM inference.
- •Smart deduplication checks open GitHub Issues before running the repair pipeline.
Weaknesses
- •Auto-fix bug category is crowded with Cursor, Sweep, and numerous AI debugging tools.
- •Seven language support sounds broad but stack trace parsing quality varies significantly by language.
Category
Target Audience
Backend teams using Sentry and GitHub
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Sweep · Cursor · MutableAI
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