Open source
Close the feedback loop on AI-powered development.
Loop collects signals from your stack — errors, metrics, user feedback — organizes them into prioritized issues, and tells your agents exactly what to fix next.
npm install -g looped
Signal Integrations
Ingest signals from the tools your team already uses.
The Loop
From raw signal to closed loop
Four automated steps turn noise into resolved issues — no manual triage required.
Capture Signals
Errors, metrics, and feedback flow in from Sentry, PostHog, GitHub, and custom sources — automatically tagged and normalized.
Organize Issues
Signals are deduplicated, prioritized, and turned into structured issues with context, severity, and reproduction steps.
Generate Prompts
Each issue is rendered into a precise, versioned prompt that gives AI agents the exact context they need to act.
Dispatch & Close
Prompts are dispatched to your AI agent of choice. Results are reviewed, merged, and the loop closes automatically.
What you get
Signal Ingestion & Issue Management
PostgreSQL-backed data layer with 10 entity types. Ingest signals from PostHog, GitHub, and Sentry. Full CRUD API with filtering, pagination, and hierarchy.
Template Selection & Hydration
Conditions-based template matching with Handlebars hydration. Injects full system context — issues, projects, goals, relations — into agent prompts.
Real-Time Oversight
React dashboard with 5 views: Issues, Issue Detail, Activity Timeline, Goals, and Prompt Health. Monitor the autonomous loop in real time.
Command-Line Control
13 commands for issue management, signals, triage, dispatch, templates, and system status. JSON output for scripting.
Agent Integrations
Works with every AI coding agent.
Up and running in 60 seconds.
npm install -g loopedlooped config set url https://your-loop-instance.comlooped config set token tok_your_api_keylooped list
Read the docs for the full setup guide.
Interested in Loop? Have questions or want to collaborate?