An MCP agent use case: from problem to shipped
A realistic end-to-end walkthrough of building a production MCP agent on Claude — from messy problem to shipped, monitored outcome in 2026.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 261 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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Risk management for MCP agents in production
Agents with production access can do real damage. Failure scenarios, blast-radius thinking, and containment patterns for Claude MCP agents in 2026.
8 min read
Hiring and skills for MCP agents in production
When Claude agents reach production via MCP, your team's skills shift. The five capabilities to hire and train for in 2026, plus emerging roles.
8 min read
Scaling MCP Agents Across an Org Without the Chaos
Grow Claude + MCP agents from one team to many — shared servers, a skills registry, eval standards, and the platform layer that prevents chaos.
6 min read
When to Use MCP Agents — and When You Really Shouldn't
An honest guide to Claude + MCP agents: where they shine, where a script or human wins, and how to match the tool to the task quickly.
6 min read
Governance for Production Agents: Guardrails Before Scale
Permission scoping, audit trails, and eval gates leadership needs before scaling Claude + MCP agents — guardrails that prevent quiet disasters.
6 min read
How Teams Actually Adopt MCP Agents Without Chaos
Team adoption is the hard part of production agents. Habits, norms, and change management for shipping Claude + MCP agents that actually stick.
6 min read
The Real ROI of MCP Agents: Where Savings Come From
Where time and money savings from Claude + MCP agents actually come from — a defensible cost model including the parts vendors leave off the slide.
7 min read
Migrating a workflow to a Claude MCP agent safely
A phased playbook for moving a production workflow onto a Claude MCP agent — shadow mode, human-in-the-loop, canary rollout, and clean rollback paths.
7 min read