How to Measure Claude Agent Success: Metrics That Matter
The metrics that prove a Claude agent works in production — task success rate, autonomy, cost per successful task, and the eval scores that gate releases.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 370 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
Claude Agent Walkthrough: Invoice Triage End-to-End
A realistic end-to-end Claude deployment for invoice triage — scoping, MCP tools, the eval harness, and shadow-mode rollout from problem to shipped outcome.
8 min read
Risk Management for Claude Agents: Containing Blast Radius (Claude For Enterprise)
Failure scenarios for enterprise Claude agents and how to contain them — least-privilege tools, reversibility, action tiering, audit logs, and kill switches.
9 min read
Hiring for Claude at Enterprise Scale: New AI Roles
The skills and roles enterprises need to deploy Claude safely — agent engineers, eval owners, MCP integrators — plus a 90-day hiring plan you can run now.
8 min read
Scaling Claude From One Team to the Whole Org
Scale Claude across an enterprise without chaos: shared platforms, golden paths, federated ownership, and the cost and connector controls that work.
8 min read
When to Use Claude for Enterprise Work, and When Not To
An honest framework for where Claude wins in the enterprise, where it doesn't, and the deterministic or human alternatives to choose instead.
8 min read
Governance and Guardrails for Claude in the Enterprise
The access controls, audit trails, and human-in-the-loop gates leadership needs before scaling Claude agents across an enterprise.
8 min read
Driving Claude Adoption Across Engineering Teams at Work
Turn a Claude pilot into lasting team habits with shared skills, champions, and clear norms — the change management that makes agentic AI stick.
8 min read
Claude for Enterprise ROI: Where the Savings Are
Where Claude's enterprise savings actually come from, how to forecast token spend, and the hidden review costs to budget before you scale.
9 min read