Write a spec,
ship an agent

From plain English to production agent in 60 seconds: tested, versioned, and ready to call from anywhere

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Write specs,
not flowcharts

What you write is what you get. Your spec governs your agent. No frameworks, no SDKs, just words.

Control, not complexity

Everything you need to ship production agents, nothing you don't

Full visibility and control over every change

See exactly what your agents are doing and why. Track every execution, compare versions, and roll back instantly if something looks wrong.

  • Complete execution logging for every API call
  • Transparent diffs for every published change
  • Git-like version control with instant rollback

Previously required: LangFuse, LangSmith, Custom Logging, Manual Versioning

Iterate on specs, ship stable APIs

Allow ops or product team members to refine specs with confidence. Engineers get stable APIs and can pin to specific versions. Deploy as internal tools, user apps, or at your API layer.

  • Deploy via API, web app, or MCP server
  • Git-like version control with version pinning
  • Non-technical teammates can edit specs with confidence

Previously required: PromptLayer, HumanLoop, Custom Pipelines

Automated regression tests and real-time execution

Every agent you create comes with a built-in test harness. Add test cases directly in the editor, run them on every change, and catch regressions before they reach production.

  • Inline test cases with expected output matching
  • Automatic regression detection on every edit
  • CI/CD integration via API for automated pipelines

Intelligent model routing. Zero setup.

Automatic routing across the latest models from OpenAI, Anthropic, and Google. Cost optimization and fallbacks handled automatically.

  • Avoid model lock-in
  • Automatic model selection for component tasks
  • Smart fallback handling

Previously required: OpenRouter, Martian, Custom routing logic

CASE STUDY

Garmentory

How Garmentory cut product moderation time from five days to 48 seconds

Read the full story

Frequently asked questions

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