#ai-agent-evaluation

10 Agent Evaluation Techniques Every AI Engineer Should Know (Before Shipping Anything)

Your AI agent worked perfectly yesterday. Today, after a tiny prompt change, it suddenly forgets how to use tools, calls the wrong API, and…

Introducing AgentVerity: What Does a Green Agent Test Prove?

I wrote six labelled evaluation cases for a payment-dispute routing workflow. In the deployed version, an LLM classifies each complaint…

ALL ABOUT AI EVALUATIONS— AGENT EVAL S— EVAL DRIVEN DEVELOPMENT

As Agents and Agentic AI Development is picking up traction, the need of AI Evals is also increasing. Good evaluations helps businesses and…

How I Added an Eval Layer to My Google ADK Agent

A continuation of I’ve Been Building AI Agents with LangGraph. Then I Tried Google ADK. Here’s What Surprised Me.

Architectural Playbook for Low-Cost, Scalable Agent Evaluation

Build a cost-optimized AI agent evaluation framework. Learn how to slash input token costs by 90% using semantic prompt caching, tiered…

Why AI Agent Evaluation Isn’t Optional

AI agents can fail quietly, not loudly. See why structured evaluation — built-in, LLM-as-Judge, and code evaluators — matters, with Netra.

How to Evaluate AI Agents: Runtime, CI/CD, and Beyond

Evaluating AI agents goes far beyond checking if they give the right answers. It emphasizes that the reasoning path, how the agent…

Agentic AI Evaluation: Why Most AI Systems Fail Long Before the Model Does

Measuring Agent Quality Beyond Accuracy

Evaluating AI Agents: Test Decisions, Not Just Answers

You built an agent. You asked it a question. It searched a few sources, wrote a confident, well-cited answer, and returned something that…

Why iFixAi May Be the Most Important Open Source Tool for Anyone Shipping AI Agents in Production

What We Talk About When We Talk About Job-Ready Agents — Agents’ Last Exam

UC Berkeley’s Agents’ Last Exam (ALE) tested Fable 5, GPT-5.5, and Composer 2.5 on 1,500+ real tasks across 55 occupations. The results…

In Structure And In Chaos, In Evals And In Vibes — Till DSPy Do Us Part, And Optimization Do Us In

Building, tuning and evaluating agents using DSPy

Why AI agent testing requires a different evaluation model than traditional QA

If your engineering team is shipping AI agents, your current QA approach probably has gaps. Not edge cases — structural gaps. The kind that…

The Infrastructure Patterns Behind Reliable AI Agents

Most conversations about AI agent reliability focus on the model: which foundation model to use, how to tune prompts, how to structure…