AI article

An agent trajectory dataset needs more than final answers

Community description: An agent trajectory dataset should preserve the behavior that produced an outcome, including the...

Dev.to | Aug 30, 2026 | Sarthak Agrawal

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That means keeping the task, observations, tool calls, tool results, decisions, corrections, and authoritative outcome. Observations, permitted reasoning, tool names, arguments, results, errors, and final outputs should use a versioned schema. I remove duplicates, leaked tests, private values, malformed tool calls, and trajectories without an authoritative outcome.

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