
Building automated Evals: LLM-as-a-Judge for Plan Adherence
A hands-on tutorial using Google ADK and TypeScript to score agent workflows with custom eval rubrics.

A hands-on tutorial using Google ADK and TypeScript to score agent workflows with custom eval rubrics.

When to return structured JSON cards vs streaming raw html to the frontend.

Comparing raw memory management strategies for infinite-context enterprise agents.

How to use an "Adversary" agent to stress-test your autonomous systems before they reach production.

Why standard LLM benchmarks fail for agents, and how to measure real tool usage in production.