# LoopKit
Agent-first improvement loops over production telemetry.
Agents are the first-class readers; humans approve external writes.

Get a key (no auth, instant sandbox): POST /v1/signup
Quickstart: /quickstart.md
Operating instructions: /agents.md
HTTP surface: /openapi.json
Packet schema: /schema/improvement-packet.json
Read telemetry: GET /v1/telemetry
List sessions: GET /v1/sessions
Read one session (raw turns): GET /v1/sessions/{id}
Ingest OTLP JSON traces: POST /v1/traces
Run diagnosis: POST /v1/runs/diagnose