TypeScript agents · workflows · HITL
Knitrel is a core AI/ML product: a TypeScript framework and cloud for long-running agents. You declare agents, tools, memory, and workflows in code, then deploy a typed server with traces, scorers, and human-in-the-loop pauses that can last days.
AI features
Knitrel is in the business of building a core AI/ML product for agents. Named jobs: typed agents, workflows with human-in-the-loop, memory, traces, and scorers. This is an agent framework and cloud — not a chat widget.
AI feature · Typed agents
For product engineers who write agents the way they write routes
Declare the agent in TypeScript. The typed object is the product. Run locally, then publish a durable server with a versioned URL, auth, and retries.
npx create-knitrel@latest → POST /v1/agents/{id}/runs
AI feature · Workflows and HITL
For teams whose agents wait on a person, not only a model
Long-running agents that can pause for days. Human-in-the-loop is a first-class step. Resume from the same run id.
run → HITL pause → POST /v1/runs/{id}/resume
AI feature · Memory, traces, scorers
For operators who need provenance on every write
Thread memory plus workspace files. Traces, metrics, and scorers built in. Experiments live next to the code — not in a side spreadsheet.
GET /v1/runs/{id} → traces + scorers
AI feature · Model wiring
For platform teams pointing a typed agent at the families they already call
Planned model families: Claude 3.7 Sonnet, GPT-4o, Gemini 2.5, Llama 3 70B. Access: Bedrock, Anthropic, OpenAI Direct, Groq. Agent frameworks: custom/homebrew and LangGraph. Knitrel is not fine-tuning those models.
Typed agent → selected model → Bedrock / Anthropic / OpenAI / Groq
AI development tools / APIs. Open source MIT framework plus hosted cloud. Bots, APIs, machine learning. MVP stage — no invented customers, funding, or uptime claims on this page.
Method
Write the object. Run it locally. Publish a durable server.
Agents, tools, memory, and workflows in TypeScript. The types are the contract.
Local studio first. Human-in-the-loop pauses are steps, not afterthoughts.
A versioned URL with traces, scorers, and pauses that can last days.
Stack
A TypeScript agent runtime. Framework free. Cloud by run-hour.
Instructions, models, tools, and runtime in one typed object.
Suspend, resume, fan-out. Human-in-the-loop is a first-class step.
Thread memory plus workspace files. Provenance on every write.
Traces, metrics, and scorers built in. Experiments live next to the code.
Start
Write team@knitrel.xyz. You get a test token, a sample agent, and a 30-minute walkthrough on the workflow you want to run.
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