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Skill-CLI architecture

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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 agentsAnti-patternsDxC
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Why Agents Overstep Skill Constraints: How Ambiguity Triggers Error Cascades