How to Evaluate AI Agents: Task Success, Tool Accuracy, Regression Tests, and Human Review
A production guide to evaluating AI agents with end-state task success, tool-call accuracy, regression suites, human review, and release gates.
4 articles
A production guide to evaluating AI agents with end-state task success, tool-call accuracy, regression suites, human review, and release gates.
A production guide to multi-agent orchestration, scoped memory, safe tool calling, durable checkpoints, recovery, evaluation, and interview trade-offs.
Design a secure multi-tenant MCP gateway in TypeScript with tenant isolation, OAuth, policy enforcement, routing, scaling, testing, and interview tradeoffs.
Choose MCP, A2A, or A2UI by architecture boundary, with a protocol decision tree, TypeScript example, failure modes, and interview trade-offs.