How to Measure AI Agent Success: Metrics That Prove It Works
Adoption isn't success. The outcome metrics, override rates, cost-per-resolution, and leading indicators that prove a Claude agent is actually working.
7 min read
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AI Voice Agent Insights & Guides
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An End-to-End Claude Agent Build: Problem to Shipped
A realistic Claude agent walkthrough — decomposition, MCP tools, evals, and a gated launch — taking a support workflow from messy problem to shipped outcome.
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Risk Management for AI Agents: Blast Radius and Containment
Real failure scenarios for Claude agents, their blast radius, and the containment patterns — scoping, dry-runs, gates, kill switches — that keep them safe.
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Skills to Hire For in the Anthropic Economic Index Era
The Anthropic Economic Index shows which tasks Claude augments vs automates — and the exact skills your team must learn and hire for in 2026.
8 min read
Scaling Agentic AI From One Team to Many (Anthropic Economic Index)
A hub-and-spoke operating model for scaling agentic AI — shared skills, governed tools, and central cost observability, without the sprawl.
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When to Use Agentic AI (and When Not To)
Where Claude agents genuinely win vs when a script or human is the right call — an honest decision guide grounded in the Anthropic Economic Index.
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AI Governance & Trust: Guardrails Before You Scale
Scoped tools, audit logs, human-in-the-loop gates, and injection defense — the governance controls leaders need before scaling agentic AI at work.
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AI Adoption at Work: Habits, Norms, Change Management
Engineer agentic-AI adoption with habits, shared skills, and team norms — lessons from the Anthropic Economic Index on why great tools still stall.
8 min read
Agentic AI ROI: Where the Real Cost Savings Come From
A task-level ROI model for agentic AI from the Anthropic Economic Index — augmentation vs automation, token vs review cost, and defending the number.
9 min read
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