Evals for Claude Agents: Measuring Quality and Gating Releases
Build an eval loop for Claude Code Skills and agents — define test cases, score with deterministic checks and LLM judges, and gate releases on no regression.
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From the blog
Build an eval loop for Claude Code Skills and agents — define test cases, score with deterministic checks and LLM judges, and gate releases on no regression.
Build an eval loop for Claude Cowork — define quality, write test cases, score with LLM judges and assertions, and gate every release on pass rates.
Build an eval loop for a Claude self-service analytics agent: golden datasets, LLM-judge grading, and CI gates that block releases when quality regresses.
How medical and dental supply distributors split routine reorders from recall, allocation and license questions in 2026, plus math on 1,900 messages a month.
Secure production Claude agents with sandboxing, least-privilege tools, safe secrets handling, and layered prompt-injection defenses.
Harden Claude Code Skills and agents with sandboxing, least privilege, secret handling, and layered prompt-injection defense from untrusted tool data.
Sandbox Claude analytics agents, scope least-privilege DB roles, keep secrets out of context, and defend against prompt injection in self-service data analytics.
Harden Claude Cowork agents with sandboxing, least-privilege connectors, runtime secrets, and prompt-injection defense so they can't be turned against you.
Slash Claude analytics agent costs with prompt caching, the Batches API, and effort tuning. Keep self-service data agent runs cheap and fast without losing quality.
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