Store agent traces remotely. Analyze them locally. Keep control of the data.
AgentPond is a lightweight trace backend and CLI for AI applications. It keeps raw traces in object storage you control and syncs them into a local DuckDB cache for fast analysis by your coding agent. It supports all bucket providers from Files SDK such as Amazon S3, Google Cloud Storage, R2, and MinIO; For platforms like Firebase, Supabase, and Vercel there are explicit one-command quick starts.
Object storage is the durable source of truth. The local DuckDB database is a rebuildable analytical cache, so production traces stay in your infrastructure without requiring an always-on analytics database.
Start with the Manual deployment setup to configure object storage, instrument your application, and sync its traces into AgentPond.
For Firebase, Supabase, and Vercel projects, to get started, just run:
npx agentpond initThe command installs AgentPond's instrumentation and analytics skills, and prints a install prompt for your coding agent. Your coding agent inspects then the application, proposes a setup, implements it after confirmation, and verifies a real trace end to end.
Once the application has emitted a trace:
npx agentpond sync
npx agentpond traces list --limit 10- Direct OpenTelemetry export through Files SDK, Firebase Storage, Supabase Storage, and Vercel Blob
- Langfuse-compatible and OTLP HTTP ingestion adapters
- Incremental object-store synchronization
- Local DuckDB projections for traces, observations, sessions, and scores
- Focused CLI commands plus arbitrary SQL
- Human annotations represented as scores
- Agent skills for instrumentation and trace investigation
AgentPond does not provide a web UI, hosted trace storage, prompt management, datasets, or always-on Postgres, ClickHouse, Redis, and worker infrastructure. Use a full observability platform when shared dashboards or non-technical workflows are required.
- Firebase setup
- Supabase setup
- Vercel setup
- Manual deployment setup
- CLI reference
- Deployment reference
- Direct object-store export
- Examples
pnpm install
pnpm cli --help
pnpm test