## Stack

- **Language:** Python (FastAPI MCP bridge) + Ansible/Helm/K8s deploy assets
- **Key deps:** FastAPI, uvicorn, httpx; kube-prometheus-stack, Loki, Promtail

## Dev Commands

```bash
# Deploy observability stack (from repo root)
cd ansible && ansible-playbook -i inventories/local.ini playbook.yml

# MCP bridge (local)
cd mcp-telemetry-bridge
pip install -r requirements.txt
uvicorn app.main:app --reload --port 8080

# Smoke (requires cluster access)
kubectl get pods -n monitoring
kubectl port-forward -n mcp svc/mcp-telemetry-bridge 8080:80
curl http://localhost:8080/healthz
curl http://localhost:8080/mcp/schema | jq .
```