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<!--
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Search Anchor:
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agent orchestration bugs
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multi-agent workflow failures
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llm agent loop bugs
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tool calling orchestration issues
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agent role drift and coordination errors
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-->
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# Agents & Orchestration — Global Fix Map
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<details>
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> If you want full consultation and prescriptions, go back to the Emergency Room lobby.
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</details>
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Agent and orchestration bugs are structural failures in multi-agent or tool-augmented systems, where coordination, role boundaries, execution order, or control flow break down even when the underlying model behaves correctly.
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A practical hub to stabilize **multi-agent and tool-augmented workflows**.
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Most “agent bugs” are not model issues. They come from role mixups, tool schema drift, uncontrolled loops, and cold-boot ordering. This page routes symptoms to structural fixes with measurable targets.
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Most agent failures are not caused by model quality. They arise from role mixups, tool schema drift, uncontrolled loops, shared-state collisions, and cold-boot ordering errors. This page maps observable symptoms to structural fixes with measurable acceptance targets.
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---
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