AI Fluency Hub
Infographics, templates, and prompt packs – published weekly.
Webwright: A Terminal-Native Web Agent Framework That Scores 60.1% on Odysseys
Microsoft's Webwright is a terminal-native framework that turns any web browser into an AI agent. It scores 60.1% on Odysseys, nearly doubling base GPT-5.4's 33.5%. Here is how it works and how to use it.
Beyond Blind Trust: A Pre-Flight Checklist for Claude Code
Stop blindly trusting Claude Code. Senior engineers use a pre-flight checklist to verify context, constrain scope, and set review checkpoints. This ensures AI accelerates, not derails, your work.
How Builders Use Sub-Agents for Parallel Research Tasks
Most agentic setups break down when multiple agents work on the same problem at once. This resource shows how to structure parallel sub-agent tasks so each agent has a clear scope, a defined output format, and a handoff the next agent can consume cleanly. Includes the coordination pattern that keeps outputs coherent without constant manual review.