The Autonomous Self-Healing Infrastructure Assistant

An autonomous multi-agent SRE assistant that automatically triages, diagnoses, and remediates application outages in minutes instead of hours.

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posted an update —

We have rolled out some massive updates to take The Autonomous Self-Healing Infrastructure Assistant to a production-grade level:

Key Enhancements:

  1. Real SQLite Execution

    • Created a local database hackathon.db with 20,000 seeded rows.
    • When the operator approves the database index hotfix, the agent executes the real SQL DDL query, reducing query latency from 575ms (full table scan) to 2.1ms (index scan) - a 273x performance speedup.

  2. Offline Local LLM Fallback (Ollama)

    • Implemented a 3-tier reasoning engine. If external API keys are missing, the system routes reasoning to a local Ollama server running qwen2.5-coder:1.5b.

  3. Interactive SRE ChatOps and Voice Assistant

    • Voice RCA: Operators can click the "Voice RCA" button to speak out the root-cause diagnosis.
    • Interactive Chat: The Slack War Room is now fully functional. Type help, status, logs, or remediate and the SRE Bot replies with live telemetry.

  4. Apple-style UI and Timeline Tracker

    • Redesigned the dashboard to match premium glassmorphic widgets and added a visual Agent Execution Timeline (Gantt Chart) tracking token usage.

All updates, cropped screenshots, and code configurations have been pushed to our repository. GitHub Repo: https://github.com/Neeshant01/auto-sre-demo.git

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