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Agents that act under KIFF Cards: the runtime tafs runs on, and the API to watch it.

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agents

Agents that act under KIFF Cards: a runtime for running them, and an API for watching what they do. tafs is the first product built on it. Each taf is one agent here.

Status: early. Built: sessions, runs (stored, leased, paused on a hold and continued), the runner, chat, schedules, the registry, the server's routes and evals. How it fits together and the order of work: ARCHITECTURE.md.

Docs: runs, by example; schedules (kinds, missed and busy firings, app checks, follow-ups, and how tafs uses them); what each issue delivers, with the tests that guard it.

What it holds to

  • Fast. Starting an agent or recording a session adds nothing noticeable next to the model call. A benchmark in CI keeps it that way.
  • Any model. Agents talk to one model interface. Anthropic is the first adapter. Another provider, or your own inference, is another adapter, not a rewrite.
  • You decide what's recorded. Each kind of event (a message, a tool call, a tool result, a report, a memory note) has a rule: kept, kept until the run ends, or never written. It also has a retention. Removing an agent deletes its sessions and memory. You choose where each store lives.
  • KIFF decides, the agent proposes. Cards, decisions, held calls and the owner's answers live in KIFF Cloud, never here. A tool that changes something is reached only through KIFF's gateway (mcp.kiff.dev), which checks every call against the agent's Card first. That means changing money, access or data, sending to anyone outside the company, or deleting. When KIFF holds a call, the agent stops and says what it waits for. It never retries around the hold.
  • Evals gate changes. What a good agent does is written down as cases that run in CI. A change that lowers the score doesn't merge.

License

FSL-1.1-ALv2, the Functional Source License. It is source-available, not open source. You may use, change and share this for anything except a product that competes with it. Each version becomes Apache 2.0 two years after its release.

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Agents that act under KIFF Cards: the runtime tafs runs on, and the API to watch it.

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