Governance for Claude Skills: guardrails before you scale
The trust, safety, and governance guardrails leaders need before scaling Claude Agent Skills — least privilege, tiered review, and audit trails.
6 min read
Agentic AI & LLMs
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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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Rolling out Claude Skills: team adoption that sticks
The norms, rituals, and roles that turn Claude Agent Skills into a durable team habit instead of a one-off demo that goes stale.
7 min read
Claude Skills ROI: where the real cost savings come from
Where the real savings from Claude Agent Skills come from, the break-even formula, and how to measure ROI honestly against prompts and MCP.
7 min read
Migrating workflows to Claude Skills: a safe rollout
A staged playbook to move an existing workflow onto Claude Skills and MCP: shadow mode, canary ramp, fallbacks, and instant rollback.
7 min read
Testing Claude agents: evals that gate every release
Build an eval loop for Claude Skills and agents: pick graders, set quality gates, handle nondeterminism, and ship agentic changes with confidence.
7 min read
Securing Claude Skills: sandboxing, secrets, injection
Harden Claude Agent Skills and MCP tools: sandboxing, least privilege, secrets in the tool layer, and layered prompt-injection defense for 2026.
7 min read
Cutting Claude agent costs: caching, batching, fast runs
Keep Claude Skills and agent runs cheap and fast: prompt caching, batching, progressive disclosure, and routing across Opus, Sonnet, and Haiku.
7 min read
Debugging Claude Skills: loops, bad tool calls, fixes
Why Claude agents loop, call wrong tools, or hallucinate args with Skills — and the layer-by-layer tracing and guardrails that fix each failure mode.
8 min read
Context Design for Claude Skills: What to Include or Cut
Design prompt and context for Claude Agent Skills: what belongs in context, what to leave on disk, and why lean context makes sharper, cheaper agents.
9 min read