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feat(agent): step-budget middleware — the agent knows its recursion budget - #18
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…udget Ported from the Decepticon framework: near the recursion limit (80%) the agent receives a wrap-up reminder; at the hard stop a final-answer system message. The AutoBot graph (400 steps) now has token AND step budgets with in-context awareness — the agent consolidates and delivers instead of dying on GraphRecursionError.
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Resource awareness for the AutoBot agent: near the recursion limit (80% of 400 steps) the agent receives a wrap-up reminder; at the hard stop a final-answer system message. Ported from the Decepticon framework with the behavioral tests. 249 unit tests passed; ci-lint clean.