I built a whole acquisition funnel for Daring Strategy in one long session. A few days later I found out it had been throwing every lead away. The thing that caught it is the thing this piece is about: measure, don't guess.

Neural Viz makes coherent, episodic AI television — a whole alien TV network — as one person. Here's the actual workflow, tool by tool, and why a decade of craft is the part that still matters.

Microsoft's cancellation of Claude Code licenses signals the end of experimenting with multiple AI assistants — and the beginning of platform lock-in hell.

635,000 students earned Google's AI certificate—but who really benefits? We unpack what Big Tech credentialing actually signals for your career and AI fluency standards.

The optimizer is the unglamorous part of the AI pipeline — and where the most teachable bug lived. Here's the break, the fix, and why one constant solved it.

A cron script publishes this site — no browser, no human. Building it surfaced timezone bugs, a members-only content leak, and a two-phase commit bolted onto a CMS.