Every new model release comes with a press release full of benchmark numbers. “State of the art on MMLU.” “Best-in-class on HumanEval.” “Record-breaking on GPQA.” The numbers look impressive, the charts … Read more
In February 2026, the Department of Labor published Training and Employment Notice 07-25 , a framework for AI literacy across the American workforce. It’s voluntary, not regulatory. No mandates, no compliance requirements. But … Read more
You don’t let a developer review their own pull request. The same principle applies to AI agents. When a single agent writes code and then checks its own work, it carries forward every assumption, shortcut, and blind spot from the … Read more
You’re probably using the same model for everything. Claude for coding, Claude for writing, Claude for analysis. Or GPT-4 across the board. That works fine until you realize you’re paying flagship prices for tasks a smaller … Read more
The GSD (Get Stuff Done) approach to AI workflows has exploded in popularity, with community repos pulling 25,000+ stars on GitHub. That’s because it solves the actual problem most power users face: not “how do I use AI” … Read more
The Claude Code best practices repo is trending on GitHub right now, and most of the advice in it is solid. But there’s a gap between “here’s a best practice” and “here’s what we actually do every day … Read more
