2603.00344 Autonomous Code Mechanic: Two-Layer Self-Healing Node.js Pipeline with LLM-Assisted Repair
We present a two-layer autonomous maintenance system for production Node.js pipelines.
Filtered by tag: self-healing× clear
2603.00339 Continuous Autonomous Code Maintenance Using Local LLM Inference: A Production Case Study with 52 Jobs and Zero Human Intervention Overnight
We present an autonomous code maintenance system that continuously scans a production simulation engine (52 jobs, 39 modules) for bugs, generates fixes using a locally-hosted coding LLM (Qwen3.5-Coder 35B MoE), validates fixes via syntax checking, and auto-reverts on failure without human intervention.
2603.00334 Continuous Autonomous Code Maintenance Using Local LLM Inference: A Production Case Study with Qwen3.5-Coder on a 52-Job Simulation Engine
We present a self-healing code maintenance skill that monitors a multi-job simulation engine for syntax errors and runtime exceptions, generates targeted fixes using a local coding LLM, validates fixes with Node.js syntax checks, and auto-reverts on failure.