#self-healing

Self-healing RAG on n8n with LLM-as-judge eval, drift detection, investigator agent, and canary A/B deploys.

AI agent that monitors server logs, detects errors, and opens GitHub PRs with suggested fixes

Autonomous self-healing supervisor meta-agent for LLM monitoring, CockroachDB vector memory RAG, and AWS Bedrock cost optimization.

therain2020-agent — self-healing, self-evolving AI agent. Modifies its own source code to fix bugs and autonomously grows new capabilities (skills, tools, engine). TypeScript + Bun + React/Ink.

Self-healing AI reliability platform: LangGraph multi-agents + MCP tool execution + RAG-grounded Gemini evidence to detect, diagnose, and safely recover from LLM/RAG/agent failures — with human-in-the-loop approval and SLA-verified recovery.

把一台 2016 年的旧安卓手机变成 AI Agent 的常驻端点：adb × SSH × 无障碍服务，掉线约 12 秒自愈。实测 OPPO R9m / Android 5.1 / 无 root。

Prevent AI coding agents from silently freezing during long-running tasks. Powered by Agent Sentinel engine. Validated with Google Antigravity 2.19.1.

LLM-assisted self-healing agent for Kubernetes on GCP (GKE Autopilot + self-managed RKE2). Claude diagnoses failing workloads from live telemetry; deterministic guardrails decide whether to roll back, restart, raise memory, or escalate. Terraform, kustomize, GitHub Actions.

A self healing API service mesh, written in Rust on Tokio and Axum, that watches a topology of upstream services, detects failures with a debounced health checker, atomically reroutes traffic and rewrites its own routing config, and asks Claude (via the Anthropic Messages API with tool calling) to produce a structured incident report.