How to Write a Project Instructions File AI Coding Assistants Actually Follow
Most instructions files get ignored within a week. Here's how to write one your AI coding assistant actually follows.
Expert insights on web development, AI integration, automation, and business technology.
Most instructions files get ignored within a week. Here's how to write one your AI coding assistant actually follows.
Permission prompts fail for predictable reasons. Here's how to time requests, explain them before the OS dialog fires, and recover when users say no.
A practical guide to designing bulk actions and batch editing so the feature that speeds up power users doesn't become the one that quietly destroys their data.
A practical guide to spotting the gap between what Googlebot renders and what your users see, and closing it before it costs you rankings.
The fix for AI coding assistant mistakes in high-risk code isn't banning the tool, it's drawing clear boundaries around the paths that actually need one.
Admin and user works until it doesn't. Here's how to design roles, permissions, and resource scoping that actually holds up as your product grows.
The date bugs that make it to production are rarely about format strings. They're about timezone offsets, DST transitions, and parsers that guess wrong.
How to structure local storage, queued writes, and conflict resolution so users never lose work when the network drops.
Autosave sounds simple until debounce timing, conflicting tabs, and dropped connections start eating drafts. Here's how to build it right.