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Agent Orchestration

From Natural-Language Plans to Executable Work Contracts

Engineering & AIAgent OrchestrationInfrastructure AutomationValidationContext Engineering

November 7, 2026 · 6 min read

A practical approach to compiling prose plans into bounded execution contracts, with a reproducible Hugo fixture that rejects out-of-scope and semantically invalid changes.

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