Evals for Claude Agents: Measure Quality, Gate Releases (Skills For Organizations)
Build an eval loop for Claude agents — task-level metrics, LLM-as-judge, regression suites, and release gates that stop bad changes from shipping.
8 min read
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Hardening Claude Agents: Sandboxing, Least Privilege, Injection (Skills For Organizations)
Security hardening for Claude agents — sandbox execution, least-privilege tools, secret protection, and prompt-injection defense for tool-using systems.
8 min read
Cutting Claude Agent Token Cost: Caching, Batching, Speed
Lower Claude agent cost and latency with prompt caching, batching, context pruning, and model routing — concrete tactics and honest tradeoffs.
8 min read
Debugging Claude Agents: Loops, Bad Tool Calls, Hallucinated Args (Skills For Organizations)
Diagnose and fix the three big Claude agent failures — infinite loops, wrong tool calls, and hallucinated arguments — with traces, schemas, and guardrails.
9 min read
Claude Context Design: What to Include and Leave Out (Skills For Organizations)
Prompt and context design for Claude agents — the three tiers of context, what to include, what to compute with tools, and what to leave out, and why.
8 min read
Wiring MCP Tools Into Claude Skills the Right Way
Connect MCP servers to Claude Agent Skills with sound auth, schema design, structured error handling, and idempotency so your agents act reliably in production.
9 min read
Reusable Claude Skill Patterns for Prompts and Tools
Code-level patterns for Claude Agent Skills: contract/body split, role-inputs-procedure-stop, the script boundary, and context layering for reusable skills.
8 min read
Build Your First Claude Agent Skill: A Walkthrough (Skills For Organizations)
Step-by-step guide to building a production Claude Agent Skill — frontmatter, procedural body, scripts, reference files, and testing discovery and execution.
8 min read
How Claude Agent Skills Work: The Internal Architecture
Inside the architecture of Claude Agent Skills — folder layout, the metadata index, discovery, on-demand loading, and how skills compose with MCP tools.
9 min read
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