A lot of us here are wiring language models into loops, tools and schedulers right now, and the demo usually works on the first afternoon. What follows is the part that tends to get skipped between that demo and something you can leave running, writt...

If you’re traveling internationally and want mobile data without buying a physical SIM after landing, Saily is one travel eSIM option to consider. Saily offers eSIM plans for international travelers, with options varying by destination, data allowan...

TypeScript has conquered web development, backend microservices, and command-line tooling. Yet, despite its expressive static type system, TypeScript has always remained an interpreted guest inside the JavaScript ecosystem. Every time you deploy a T...

I wanted AI to work directly with a real Xbox. Not just generate code on a PC. I wanted the same software project to be created or adapted, sent to Xbox, executed there, observed, corrected, and then evolved again. That system became XCP. And now...

Top-down file truncation is why coding agents hallucinate exports on large files. If you have an 800-line controller and clip at line 300, the model never sees lines 301 to 800 where the route handlers and export maps live. We wrote evenSpan.js in ...

From Stateless JWTs to Revocable Sessions: Securing the MyZubster Metaverse MyZubster is developing a persistent open-source digital ecosystem that connects verified identities, metaverse characters, community missions, knowledge, marketplaces, and c...

Dumping 150,000 tokens into an AI prompt every time an agent runs is expensive and sloppy. We benchmarked TokenCap on full-repo tasks and brought payload size from 152,000 tokens down to 12,450 tokens. That is a 12.2x reduction. How it works: Inste...

I didn't come up through a CS program or a FAANG pipeline. I'm a service-disabled veteran who taught myself to build software with AI as my pair programmer — and somewhere along the way, I stopped just using agents and started building the economy th...

A few weeks into building a live finance dashboard for a client, I learned something that had nothing to do with writing code. What I built The brief was simple to state and harder to deliver: a dashboard connected directly to the client's Excel wo...

Direct answer: do not measure zero-click search with a single percentage or replace clicks with an invented visibility score. Build a four-level scorecard: meaningful search impressions, actions completed on the search surface, website visits, and co...

Business ideas rarely start as polished visuals. They start as a meeting note, spreadsheet, PDF, customer insight, product requirement, strategy document, or simple sentence on a whiteboard. The challenge is turning that information into something ...

Most of us here spend our days thinking about systems, where small local rules add up to big behavior over time. Geology has one of the best examples of that in all of science, so here is a short tour of plate tectonics for anyone who likes an elegan...

There is a moment in software engineering that is difficult to explain to someone who has never spent enough time inside a codebase. Something feels slightly wrong. The application works, but a request is taking longer than expected. A function a...

Every SHA, every raw number and every recovered file below is traceable to the repo. Where something broke, the commit that fixed it is named. Where something is still open, it says so. Prologue: a Table in the Comments On September 24, a comment...

Software rarely becomes complicated all at once. It grows. A developer writes a function. Then another function appears beside it. A small module becomes a service. A database table becomes several tables. A simple API becomes a collection of en...