Faultmap vs OpenAI Agents SDK

The OpenAI Agents SDK scaffolds how your agents communicate and act. Faultmap maps where those agents will break before the first instruction is written.

Side by side

Faultmapbefore the build

OpenAI Agents SDKafter the build

When it runs

Before the build, in the design phase

At the build — you configure agents, wire up tools, and run the workflow once the SDK is set up

What it needs

Your goal, personas, data, and tools

An OpenAI API key, agent instructions, tool definitions, and a working application to integrate into

What it produces

A map of where it breaks, plus the first test suite

A running multi-agent application with structured outputs, tracing, and session history

The question it answers

Where will this agent break, before I build it?

How do I build and orchestrate multi-step agents with OpenAI models?

We do not replace OpenAI Agents SDK. Faultmap runs one step earlier. Keep using OpenAI Agents SDK after the build.

See where YOUR agent breaks

Faultmap maps the likely breaks from your goal and data before you build. First cohort: agents that use SQL as the data source. First 20 tests free. Full validation dataset $10 one time, per agent.

Reserve your beta spot

What OpenAI Agents SDK is

OpenAI Agents SDK in one sentence. Where Faultmap fits with it.

An OpenAI Python and TypeScript framework for building multi-agent workflows. Agents are LLMs configured with instructions, tools, guardrails, and handoffs. The SDK adds sandboxed execution, session management, tracing, and human-in-the-loop hooks.

Agent builder framework

Where Faultmap fits before it

Run Faultmap in design to catch the breaks before you build.
Build the agent against the test suite Faultmap hands you.
Use OpenAI Agents SDK after launch for agent builder framework.

Map the breaks before OpenAI Agents SDK sees them.

Preview 20 agent-specific validation tests free. No card, no code.

Preview 20 tests