Documentation reviewed · 2026-10-06
Not connection-tested or security-audited.
A framework for building systems of collaborating agents. Define clear responsibilities, limits and review points.
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Define one small task, use permitted sample data and compare the result with your original brief.
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Editorial guidance for evaluating this kind of tool. Suggested tasks have not been independently tested.
A developer framework for building an agent system. You supply the application logic, model, tools and deployment.
Plan for code, a development environment, model access, evaluation cases and ongoing operation. Inspect the repository and version-specific documentation first.
Prototype one task with clearly defined roles, a small evaluation set and a limit on tool calls.
Inspect the artifact and the actions taken, not just the final explanation. Record interventions, usage cost and whether the agent stopped when expected.
Matched by category or role. These suggestions are not tested equivalents.
Move from issue to reviewed change.
Investigate an error without guessing at the cause.
Pilot one bounded task before adding autonomy.