AI Testing: The Definitive Guide for Engineering Teams in 2026
A 4,500-word pillar guide to AI testing for engineering teams. What it is, what it solves, what it doesn’t, the 8-feature buyer checklist, cost framing, and a 30-day rollout plan.
Engineering
5 postsFor the engineers building or evaluating AI testing systems. AI agent architecture, how to evaluate tools, technical patterns.
Writing Playwright Tests with Claude Code: What Works, What Breaks
A practitioner guide to writing, debugging, and shipping Playwright tests with Claude Code. Patterns that work, patterns that break, and when to graduate to a dedicated tool.
How to Evaluate AI QA Vendors Without Getting Sold Hype
Every demo passes. Most production deployments stall. Two evaluation tests your engineers can run on any AI QA vendor before the 12-month contract.
Building AI Agents Part 2: Architectures and Evals
TypeScript isn't optional. Start with evals before code. Track every LLM call. Your architecture choices determine whether you ship or debug forever.
Building AI Agents Part 1: What Even Is an Agent?
Understanding the 4-part loop that powers production AI agents: Perception, Reasoning, Action, and Feedback