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deterministic orchestration

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Tech Architecture Stories
Tech Architecture Stories
Aug 31, 2026 · Artificial Intelligence

Why Agents Overstep Skill Constraints: How Ambiguity Triggers Error Cascades

The author analyzes why AI agents like WorkBuddy violate Skill constraints in the DxC writing system, identifying three failure modes, two anti-patterns, and how moving orchestration back to deterministic CLI in v0.3 reduced but didn't eliminate boundary issues, highlighting the need to separate probabilistic judgment from deterministic state management.

AI agentsDxCLLM agent failures
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Why Agents Overstep Skill Constraints: How Ambiguity Triggers Error Cascades