Team Adoption of Claude Skills: Habits That Stick
The habits, norms, and change management that make Claude Agent Skills stick across a team — and the pitfalls that leave good skills unused.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 517 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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The ROI of Claude Agent Skills: Where Savings Come From
Where time and money savings from Claude Agent Skills actually come from — a grounded cost model, what to measure, and the pitfalls that erase ROI.
8 min read
Migrating a Workflow to Claude Agents Without Breaking It (Skills For Organizations)
A staged playbook to migrate an existing workflow onto Claude agents — strangler-fig rollout, shadow mode, human-in-the-loop, and reversible cutover.
8 min read
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
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