Why it matters

Lifecycle shapes tool ops. Understanding shapes governance.

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The architecture

Propose + review + publish.

Adopt + monitor.

Deprecate + retire.

Data preserve if needed.

Tool lifecyclePropose + reviewpublish + versionAdopt + monitorusage + qualityDeprecate + retireclean sunsetStandard SDLC applied to agent tools; automate handoffs where possible
Tool lifecycle.
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How it works end to end

SDLC per tool.

Sunset communications.

Data migration + preservation.

Metrics + dashboards.