OpsPilot

A multi-agent ops copilot that triages incidents and ships safe PRs in minutes. Automated incident response with human oversight.

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OpsPilot: Your Multi-Agent DevOps Copilot

OpsPilot is a multi-agent DevOps copilot built to automate incident response, triage alerts, and ship safe PRs all inside Discord. It brings intelligent observability and auto-remediation directly to your team chat.

How It Works

  • Watcher Agent — Monitors Prometheus alerts via MCP integration and triggers incident workflows.
  • Triage Agent — Analyzes logs, metrics, and root causes using pgvector semantic search.
  • Fixer Agent — Proposes or generates GitHub PRs automatically with runbook knowledge and approval gates.
  • Discord Bot (UI Layer) — Enables natural chat-based incident management, linking seamlessly to Jira, PagerDuty, and GitHub.

Key Features:

  • ✅ End-to-end automated incident triage
  • ✅ Human-in-the-loop PR validation
  • ✅ Context-aware agent memory
  • ✅ Discord-first collaboration
  • ✅ Continuous learning from resolved issues

Core Services

  • Orchestrator: AI agents (Watcher, Triage, Fixer) with memory
  • Discord Bot: User interface for incident management
  • MCP Servers: Tool integrations (GitHub, Jira, PagerDuty, Prometheus, Runbook)
  • PostgreSQL: Incident storage + pgvector for semantic search
  • Redis: Job queue and caching

What It Does

  • Alert Detection: Watcher agent monitors Prometheus alerts
  • Auto-Triage: Analyzes incidents, queries metrics, identifies root causes
  • Smart Fixes: Generates PRs using runbook knowledge with approval gates
  • Seamless Integration: Links incidents to Jira tickets, PagerDuty, GitHub PRs
  • Continuous Learning: Updates runbooks from resolved incidents

Why It Matters

OpsPilot bridges the gap between DevOps automation and AI-driven collaboration. Instead of dashboards and alerts scattered across tools, teams get a unified AI teammate that listens, reasons, and acts—making modern ops faster, safer, and smarter.

OpsPilot exemplifies how to enable multi-agent orchestration, real-time integration, and practical AI automation in production environments.

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