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Supported ingestion sources

Published May 23, 2026

Kommit ingests agent activity from three categories of source. This list reflects what's live today; the roadmap below covers what's coming.

Live today

LLM provider call sites

These connect at the SDK call site. You import a thin Kommit wrapper instead of (or in addition to) the provider SDK directly, and we capture the request / response metadata.

ProviderStatus
Anthropic (@anthropic-ai/sdk)✓ Live
OpenAI (openai)✓ Live
Mistral✓ Live
Google (Vertex AI, Gemini)✓ Live

Agent frameworks

Either via the framework's own callback / hook system, or via the Kommit SDK if you instrument manually.

FrameworkStatus
LangChain (Python + JS)✓ Live via callbacks
LangGraph✓ Live via state-machine hooks
Autogen✓ Live via SDK
Crew✓ Live via SDK
Raw provider SDK (no framework)✓ Live via SDK

Log forwarders

For agents you'd rather not modify, point your existing log pipeline at Kommit.

SourceStatus
S3-compatible bucket (incl. Hetzner Object Storage, Cloudflare R2)✓ Live
Datadog log forwarder✓ Live
Loki (Grafana Cloud or self-hosted)✓ Live
Honeycomb✓ Live
Generic webhook receiver✓ Live

Notification destinations

Where Kommit sends approval requests and incident notifications.

DestinationStatus
Slack✓ Live
Microsoft Teams✓ Live
Webhook✓ Live
Email✓ Live
Discord✓ Live (used internally; available to customers)

Design-partner roadmap

These are not in the product yet. We'll build them with the design partners we're currently signing — typical activation timeline is 4–8 weeks from contract.

  • AWS Bedrock runtime
  • Azure OpenAI runtime
  • Helicone observability bridge
  • Langfuse observability bridge
  • PagerDuty incident escalation
  • Jira / Linear ticket creation on incident
  • Direct integration with Snowflake / BigQuery for cost telemetry

If you need any of these in production sooner, tell us during intake — we can usually accelerate one or two per design-partner cycle in exchange for being your reference implementation.

What we don't connect to

  • Browser-extension agents (e.g. anything that scrapes a UI from inside the user's browser) — the security model is fundamentally different and we'd rather not pretend.
  • Air-gapped environments (no outbound from the agent host) — Kommit needs to ingest events; an air-gapped agent can't emit them outbound to us. Customers in this bucket have used Kommit's on-prem deployment as a fallback, but that's Enterprise-only.

See [#connecting-your-first-agent] for the connect walk-through and [#engagement-shapes] for which sources are available on which engagement.