Research3 min
The AI skills gap, in numbers
Adoption is near-universal. Training isn't, and the gap is widening rather than closing. What the research actually says.
11 August 2026
Read before you enrol.
The same writing as the courses, in public and for free. If these are useful to you, the certifications will be too, and if they aren't, you've lost nothing.
The structured version
Every article maps to a lesson
Each piece here comes from a lesson inside one of the four certifications. If you want the whole of it — live applications on your own work and an assessment at the end — that is what the certifications are.
See the certificationsAutomation4 min
Silent failure is the real enemy
An automation that crashes is an annoyance. One that quietly does the wrong thing for six weeks is the actual danger.
8 August 2026
Automation2 min
What to automate, and what never to
The most expensive automation mistakes aren't technical. They're automating the wrong thing.
4 August 2026
Method4 min
Context beats clever prompts
The single biggest predictor of output quality isn't how the prompt is worded. It's how much raw material you pasted in.
28 July 2026
Method5 min
The 60-second verification pass
Short enough that you'll actually do it every time, which matters far more than being exhaustive.
21 July 2026
Fundamentals2 min
Why AI makes things up, and the five places it happens
Hallucination isn't a malfunction. It's the system working as designed, applied to a question it has no grounding for. Here's where it concentrates.
14 July 2026