From Monitoring to Self-Healing: Automating the LLM Production Fix Cycle

While modern observability tools excel at identifying LLM failures, the burden of manual prompt iteration remains a major bottleneck for engineers. LangHeal closes this loop by automatically proposing and safety-testing fixes against historical data, shifting the paradigm from simple monitoring to autonomous system recovery.