Risk management for agentic coding with Claude Code
Failure modes, blast radius, and containment for Claude Code agents — permissions, sandboxes, eval gates, and the controls that keep agentic coding safe.
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From the blog
Failure modes, blast radius, and containment for Claude Code agents — permissions, sandboxes, eval gates, and the controls that keep agentic coding safe.
What developers and leaders must learn for agentic coding with Claude Code to work — the real skills, role shifts, and a 90-day reskilling plan.
Going from one Claude Code team to many invites sprawl. A practical model for scaling agentic coding org-wide while keeping coherence and safety.
Agentic coding is not always right. A clear-eyed guide to when Claude Code shines, when it slows you down, and what to reach for instead.
Before scaling Claude agents, leadership needs guardrails. A practical governance model for permission scope, blast-radius review, and audit trails.
Claude Code adoption fails on habits, not features. The norms, rituals, and change-management moves that turn a pilot into a real way of working.
A defensible cost model for Claude Code: the four places real savings live, the costs to subtract, and how to measure ROI without fooling yourself.
A staged playbook for moving a workflow onto Claude agents: shadow mode, human-in-the-loop, incremental autonomy, and rollback discipline.
Build an eval loop for Claude agents: define quality, pick graders, use LLM judges well, and gate every release on automated checks, not vibes.
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