We spent years telling graduates to polish their CVs, tick every box, and trust the hiring funnel. Recently, I read a New York Times story about a 22-year-old biology graduate who applied for 511 jobs and counting. One of her rejections came from Whole Foods, right after an interview with a chatbot named Sage.

A checklist for the conversation, not an AI detector

When outreach runs itself, who owns the conversation?

“A human approved it” doesn’t mean someone read your reply

Your recruiter message may be AI-written. Who owns what happens next?

More and more of my LinkedIn inbox feels less like people reaching out and more like automated workflows adding me to a sequence.

A tween that plays once, a scroll story that is actually a film, and a shader that fully appears in one browser are three different engineering problems. Generating the page did not solve any of them.

If “build me a beautiful UI” were a complete brief, this series would be a shorter list. The miss these repositories target is small: the wrong easing, a phone layout that still behaves like a desktop site, a landing page any company could publish, a color described in words and never stored as a value.

“Make it premium” is a mood. A product needs a direction someone can point at, a review with a result, and sometimes a component that already exists.

Claude is not for you. It’s a tool for developers, by developers.

A customer onboarding form can look finished in a screenshot and still fail the person filling it out. The type is confident. The error does not say which field failed. On a phone, the label scrolls away from its input. Tab order never reaches submit. Visual polish did not make the form usable, and a usable layout did not make it accessible.

A coding agent that produces a working API endpoint has completed one step. The endpoint still needs a contract, input validation, tests, a review against a spec, monitoring before it goes live, and a rollback path if the rollout fails. Those are not optional extras. They are the difference between a prototype and production software.