# Show HN: AIOps Cockpit – An open-source AI SRE with human-in-the-loop safety

> Source: <https://github.com/matricphase-dot/aiops>
> Published: 2026-10-18 10:11:16+00:00

**The open-source, AI-powered SRE control room.**

Diagnose incidents in seconds with an AI agent that reads your logs, checks your metrics, and proposes a fix. 3D visualization. Human-in-the-loop safety. Self-hosted.

- **3D Spatial Topology Map** - See your infrastructure as a living, breathing 3D space. Green is healthy, red is on fire, spinning means failing.
- **AI Agent Diagnostics** - Describe the incident ("checkout API 500s, DB restarting") and the LLM (Claude 3.7) investigates using real tools.
- **Human-in-the-Loop Safety** - The AI*never* applies a fix directly. It generates a unified diff. A human must review and approve it. Requires a two-person rule (requester cannot self-approve).
- **Defense-in-Depth** - Append-only audit logs, prompt-injection defenses, and a strict tool allowlist. Destructive actions are disabled by default.
- **Hand Gestures (Optional)** - Wave your hand to control the camera via MediaPipe (pinch = zoom, wrist = rotate, point = select).
- **Real-time Telemetry** - Live host metrics (CPU, RAM, Disk) and Docker container states via Socket.IO.

**Prerequisites:** Node.js 20+ and pnpm.

```
# 1. Clone the repo
git clone https://github.com/matricphase-dot/aiops.git
cd aiops

# 2. Install dependencies
pnpm install

# 3. Copy environment variables
cp .env.example .env
# (Optional: Edit .env to add your ANTHROPIC_API_KEY or AWS credentials)

# 4. Start everything (frontend + backend)
pnpm start
```