How to grade what code can’t assert, evaluate RAG without debugging blind, and wire a gate that survives production.
Stratos Louvaris
Agentic AI Systems Engineer
Production, not demos
Security from day one
Documents what breaks
Stratos Louvaris
Agentic AI Systems Engineer
Production, not demos
Security from day one
Documents what breaks
AGENTIC AI
August 3, 2026
Evaluating AI Agents: Why 95% Per-Step Accuracy Is a Failing Grade (Part 1 of 2)
Why agent evaluation breaks the tools built for prompts, and how to measure outcomes instead of vibes.
July 23, 2026
Agent Skills Explained: What They Are, How to Use Them, and How They Differ From MCP
A first-principles guide to Agent Skills: how they work, how to build one with skill-creator, and how they differ from MCP servers.