The most common pattern in this category is paying for four AI writing subscriptions at once, running each of them through the same brief, and only realizing partway through month two that…
Six months after a team I worked with rewrote their legacy application, the codebase looked nothing like the old one. The deployment pain was the same. The unclear business rules were the…
Most AI applications ship without real observability. They have logs, request counts, maybe a Grafana dashboard with token usage over time. What they lack is the layer that lets an engineer answer…
Claude Code is an AI coding assistant that lives in your terminal. makerskills is a plugin for it: a bundle of Markdown files that tell Claude how to handle different types of…
Most of the source material I have read on constraint programming stops at the paper. It scores which propagation scheme clears a board without branching, sorts difficulty bands, and is done. The…
Most linux interview prep lists the same 20 networking questions, with the same textbook answers, and most of them are wrong about which questions come up in a real interview. I have…
I burned about three hours one Saturday trying to get Claude Code to stop making the same AWS Bedrock mistake. Every session, it would prefix my model ID with the local region…
Most FastAPI tutorials stop at “the app returns JSON.” The ones that ship to production know that the harder question is why a request was slow, or what your service was doing…
I have shipped ML models that passed every CI check I could write, and then quietly returned bad predictions in production for weeks before anyone noticed. The bug was never in the…
Simon Willison ran the same one-shot prompt (a single instruction with no follow-up clarifications) against two different coding agents and got two different games. The first was Claude Fable 5 building a…
One email every Saturday with the 5 best new articles from edljx. No spam, no sponsored content, no affiliate links. Just the writing.
By subscribing you agree to receive a weekly email from edljx. Unsubscribe anytime with one click.
