When to Use Agent Skills — and When Not To
Honest trade-offs for Claude Agent Skills — where they win, where a prompt or script beats them, and how to choose the right tool for the job.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 602 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.
From the blog
Latest articles
Governance and Guardrails for Agent Skills at Scale
The trust and safety guardrails leaders need before scaling Claude Agent Skills — least privilege, review gates, audit logs, and human oversight.
8 min read
Rolling Out Agent Skills Across a Team Without Chaos
Build habits, norms, and change management around Claude Agent Skills so adoption sticks across your team instead of fizzling after the demo.
8 min read
The ROI of Agent Skills: Where the Savings Come From
A practical cost model for Claude Agent Skills — where tokens go, how savings are created, and how to decide if a Skill is worth building.
8 min read
Migrating an Existing Workflow to Claude Agents Safely
A phased, low-risk plan to move an existing workflow onto Claude agents and Skills — shadow mode, human-in-the-loop, staged autonomy, and rollback.
8 min read
Evals for Claude Agents: Gating Releases With a Loop
Measure Claude agent quality and gate releases with an eval loop — test sets, scoring rubrics, LLM-as-judge, and CI gates that catch regressions early.
8 min read
Securing Claude Agents: Sandboxing & Least Privilege (Building Agents With Skills)
Harden Claude agents with sandboxing, least-privilege tool scopes, secret isolation, and layered defenses against prompt injection.
8 min read
Cutting Token Cost in Claude Agents: Caching & Batching (Building Agents With Skills)
Keep Claude agents fast and cheap with prompt caching, batching, smart model routing, and context discipline — without sacrificing answer quality.
8 min read
Debugging Claude Agent Skills: Loops, Bad Tool Calls
Diagnose the real failure modes of Claude agents — infinite loops, wrong tool calls, and hallucinated arguments — with concrete, trace-driven fixes.
8 min read