Skills your team needs to build agents with Claude
The skill and hiring shifts for building effective Claude agents: context engineering, evals, tool design, and orchestration — with a re-skilling checklist.
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The skill and hiring shifts for building effective Claude agents: context engineering, evals, tool design, and orchestration — with a re-skilling checklist.
Scale Claude agents from one team to many without chaos: shared platforms, reusable skills, central governance, and hub-and-spoke ownership.
Honest trade-offs: where a Claude agent wins, where a script or single LLM call beats it, and how to choose without overbuilding.
Governance and safety controls leadership needs before scaling Claude agents: permissions, approval gates, audit, and human-in-the-loop.
Change management for Claude agents: the habits, norms, and review rituals that turn a demo into something your whole team uses daily.
A concrete cost model for Claude agents: where savings come from, how tokens map to dollars, and how to prove payback to finance.
Move an existing workflow onto a Claude agent safely with a staged rollout — shadow mode, canary, progressive rollout, and instant flag-based rollback.
Build an eval loop for Claude agents — deterministic checks, LLM-as-judge, regression suites — that measures quality and gates releases in CI.
Harden Claude agents against prompt injection with sandboxing, least privilege, and secret hygiene — plus a copy-paste secure tool wrapper.
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