Claude Agent Governance: Guardrails Before You Scale
Permissions, auditing, human-in-the-loop, and tool boundaries engineering leaders need before scaling Claude agents safely in production.
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From the blog
Permissions, auditing, human-in-the-loop, and tool boundaries engineering leaders need before scaling Claude agents safely in production.
The habits, norms, and change management that turn a Claude Code pilot into a daily tool engineering teams actually trust and use.
A grounded cost model for Claude agents — token economics, model routing, prompt caching, and how to measure ROI honestly in production.
Move an existing workflow onto Claude agents without breaking production — shadow mode, incremental cutover, human-in-the-loop, and fast rollback strategies.
Build an eval loop for Claude agents — datasets, deterministic graders, LLM-as-judge, trajectory checks, and CI gates that catch regressions before users do.
Harden Claude agents with sandboxing, least-privilege tools, secret hygiene, and layered prompt-injection defenses — a practical agent security playbook.
Cut Claude agent cost and latency with prompt caching, the batches API, context discipline, and model routing — keep production runs cheap and fast.
Diagnose and fix the top Claude agent failure modes in production — infinite loops, wrong tool calls, and hallucinated arguments — with concrete techniques.
What to put in a Claude agent's context and what to leave out: a practical guide to context design that keeps agents accurate, fresh, and cheap.
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