Legible before intelligent
AI does not transform a company. It multiplies one. And almost nobody does the boring work that decides which direction it multiplies.
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Every issue picks one thing about work and really sits with it. No listicles, no warmed-over LinkedIn takes. Ten minutes to read, and it'll still be rattling around your head on Friday.
Ideas we've watched founders and managers try out in the wild. What landed, what fell apart, and the messy in-between you'll never get from a podcast clip.
Written by someone who's spent 14 years shipping real systems, not promises, from scrappy MVPs to products used by 100,000+ people. Made for founders past the tutorial phase who need things that hold up under load, not another hot take in the feed.
AI does not transform a company. It multiplies one. And almost nobody does the boring work that decides which direction it multiplies.
The most honest thing I can say about AI in production is that it is a very good deal whose price you pay later, somewhere else, and never on the invoice.
You have quietly added a team member that does a real share of the work, never sleeps, and answers to no one in particular. Nobody put it on the org chart.
Every AI tool looks like a win in the demo. Whether it is a win in production is a different question, and it is the only one that matters.
I write WorkLens from inside the work: running an agency, putting AI into real production systems, and watching teams ship faster than they can vouch for it. The same patterns keep showing up, and almost nobody making the big AI calls has honest signal to go on.
So this is the newsletter I wanted back when I was making those calls myself. First person, researched, no hype, and short enough to finish with your coffee. Just clear thinking about how technical work actually gets built in 2026.
Previously: 14 years building and shipping systems, including Interns School (100,000+ users). Currently: running an AI agency and writing WorkLens every Tuesday.
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