Pipeline Enforcement and Expert Agents
How quality gates enforce ACD constraints and how expert validation agents extend the pipeline beyond standard tooling.
Operations & Governance
Pipeline enforcement, token cost management, and metrics for sustaining agentic continuous delivery.
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These pages cover the operational side of ACD: how the pipeline enforces constraints, how to manage token costs, and how to measure whether agentic delivery is working.
Tokenomics: Optimizing Token Usage in Agent Architecture
How to architect agents and code to minimize unnecessary token consumption without sacrificing quality or capability.
Pitfalls and Metrics
Common failure modes when adopting ACD and the metrics that tell you whether it is working.