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Scale Claude Cowork plugins from a pilot team to the whole enterprise without chaos: federated ownership, a governed catalog, shared connectors, and pruning.
Honest trade-offs on Claude Cowork plugins: where they clearly win, where a script or human is better, and how to choose without overspending on agents.
Permissions, approval gates, audit trails, and data boundaries leadership needs before scaling Claude Cowork plugins safely across an enterprise.
Habits, norms, and change management that make Claude Cowork plugins stick across enterprise teams — champions, triggers, and feedback loops beyond the launch email.
A concrete cost model for Claude Cowork plugins: where real time and money savings come from, how tokens drive variable cost, and how to measure ROI that survives an audit.
A staged plan to move an existing workflow onto Claude agents: shadow mode, human-in-the-loop, canary rollout, and safe rollback.
Build an eval loop for Claude agents: define metrics, score trajectories, use LLM judges, and gate every release on quality.
Harden Claude agents: sandboxing, least privilege, secrets handling, and prompt-injection defense for tool-using systems.
Token-cost engineering for Claude agents: prompt caching, batching, model routing, and context discipline to keep runs cheap and fast.
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