#aiops

The self-improving SRE agent

Two-pipeline Agentic RAG system with side-by-side comparison. Custom sequential agent pipeline vs LlamaIndex inspired ReAct reasoning loop, with full chunk, trace, token and timing visibility for fine-tuning.

Autonomous AI Cloud Agent 2026: Auto-Fix Code & PRs with Multi-LLM Sandbox

An autonomous, LLM-powered SRE agent that takes production incidents from alert to fix/pulls metrics and logs, diagnoses the root cause, runs remediation, and writes the incident report.

A Kubernetes lab that reproduces real production incidents on a live, instrumented microservice stack — for testing root-cause-analysis tools and agents.