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
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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
Testing & evals for Claude agents: gating releases
Build an eval loop that measures Claude MCP agent quality and gates releases — task evals, LLM judges, regression suites, and CI integration that catch regressions.
7 min read
Securing Claude MCP agents: sandboxing & least privilege
Harden Claude MCP agents with sandboxing, least-privilege scoping, secrets discipline, and layered prompt-injection defense for safe production deployments.
7 min read
Cutting token cost in Claude agents: caching & batching (Agents Reach Production With MCP)
Keep Claude MCP agents fast and cheap with prompt caching, batching, context pruning, and model routing — the levers that actually move your token bill.
7 min read
Debugging Claude MCP agents: loops, bad tool calls
Fix the failure modes that break production Claude MCP agents — runaway loops, wrong tool calls, and hallucinated arguments — with concrete defenses and tracing.
8 min read
Prompt and Context Design for Claude MCP Agents
What to put in a Claude MCP agent's context and what to leave out: load-bearing rules, live schemas, compaction, ordering, and injection defense.
7 min read
Wiring MCP Tools In: Auth, Schemas, and Idempotency
Safely wire MCP tools into Claude agents: scoped auth, strict schemas, structured error handling, and idempotency keys for production reliability.
7 min read
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