Practical AI skills for people whose job isn't AI. Most posts end with a drill, because reading about a skill isn't having one.
Most people report AI making them more productive. Many of the same people report feeling more drained. Both are true, and the reason is what AI removes from your day versus what it adds.
5 min read
Agents have deleted production databases, wiped hard drives, and merged code nobody checked. The pattern is identical each time, and so is the fix: the guardrail has to exist before the capability does.
5 min read
Check everything and you've saved nothing. Check nothing and you're gambling. The right amount is a function of two things, and neither of them is how much you trust the tool.
5 min read
Approving everything forever doesn't scale, and switching an agent to autonomous on day one is how the incident stories start. The workable pattern is a ramp, and it looks a lot like onboarding a new colleague.
5 min read
Most AI training teaches tools, measures completion, and produces no change in how anyone works. Here are the questions to ask a vendor before you buy, and the ones that separate real skill-building from expensive awareness-raising.
5 min read
Being excellent at making something doesn't make you good at assessing it — they're different skills with different failure modes. Here's what changes when your job quietly becomes evaluation.
5 min read
A law firm sent 42 fabricated citations to a judge. A newspaper published a quote that was never said. In every case the output looked right, because looking right is what these systems are reliably good at.
5 min read
Prompt engineering isn't a secret vocabulary or a list of magic phrases. It's the skill of describing a task precisely enough that someone who can't ask you questions could still do it well. Here's what it actually involves.
5 min read
Not tool tutorials — transferable skills that hold up when the tools change. Here are the ten capabilities that separate professionals who get consistent value from AI from those who get occasional wins and a lot of wasted time.
5 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.
We use one cookie to keep you signed in — that one isn't optional. Separately, we'd like to record which drills people finish and where they get stuck, so we can fix the parts that don't teach. No ad networks, no selling anything on. Privacy policy.