Spec-Driven Development (SDD), EARS requirement syntax, J-Curve productivity recovery, provider-agnostic capability contracts.
Composability and Architecture
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Why a reusable AI agent without an owner, a lifecycle state, and discoverable usage guidance isn't a capability. It's a liability nobody notices until it breaks.
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Why centralized manual steering committees stall AI delivery, and how a platform-led federated model keeps teams safe and fast.
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Why hiring a CAIO without budget or platform engineering control creates a structural bottleneck
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