Every teacher has had this moment. You finish a chapter, class seems fine, nodding along, no questions, then the test comes back and half the class messes up the same three questions. What happened there? Where did it go wrong exactly? That's a lear...

Jev AI turns shared state into typed decisions with probabilities. It is a TypeSafe AI System One model and developer platform for classification, routing, scoring, safety checks, and agent workflows through an online playground, SDK, or REST API. T...

The payment went through but that's not the end, the account needs updating, a receipt needs to be sent, the user needs a notification and analytics need to record it. One simple payment just triggered an entire chain of events. So how do we design a...

When I first started learning about neural networks, I found the idea both fascinating and slightly intimidating. The phrase “neural network” makes it sound like something extremely complex, and honestly, once you start looking at layers, weights, a...

I tested yet another implementation of a multi-agent orchestrator. The paradigm for AI agents is shifting rapidly from single, monolithic prompt loops to structured multi-agent systems capable of division of labor, state persistence, and fine-graine...

If you're maintaining a React Native Android application and recently upgraded your project to target SDK 36 Android 16, you may encounter an unexpected navigation issue: > Pressing the Android system back button closes the app instead of navigating...

When I was studying Electronics Engineering, the natural next step after coursework was to secure an internship, complete my senior project, and transition into the professional space. But things did not unfold in a straight line. Getting an internsh...

I’ve been revisiting JavaScript recently. Not because I’ve never used it before, but because I realised there were a lot of things I could recognise when I saw them in code without feeling fully confident that I understood them properly. That disti...

On Sunday, September 20, ChangXin Memory Technologies CXMT announced that its fifth-generation memory-chip technology platform had entered mass production. The announcement was made at the World Manufacturing Convention in Hefei, China. The platform...

A YouTube embed looks innocent enough. You drop an iframe into a page, give it a src, and you're done, right? Except you're not. Google's Lighthouse documentation puts a full embedded YouTube player at around 540 KB. On a live page, it's closer...

We Spent Months Teaching AI to Read Our Codebases. We Forgot to Teach It How to Remember. Every developer has had this session: You spend three hours pair-programming with Claude, Cursor, or Codex. Together, you untangle a gnarly race condition in ...

I stored passwords in plaintext on a floppy disk in the 1980s. Recently, a coding agent made a version of the same mistake. When I was running bulletin board systems in the 1980s, password management could be remarkably straightforward. A user crea...

As developers, we know how messy raw HTML can be for parsers. The llms.txt standard addresses this directly, reducing token consumption by up to 10x for the same content. But is shipping it an optimization priority or just industry noise? We went be...

Most projects start with an idea. Some remain ideas. Some become a GitHub repository that gets abandoned after a few weeks. And a very small number turn into something you genuinely want to keep building. Codevise started as an idea. But somewh...

With the 2026 Ubuntu LTS release, we’re seeing evolution instead of revolution across the board. Mostly small version updates, a recent kernel in version 7, and many updates under the hood. An overview of available software versions for the most com...

Building MyZubster: When Marketplace Categories Meet Real Payments Today I pushed another important update to MyZubster, focused on two areas: completing the Marketplace experience and making subscription ownership much clearer. Marketplace: 12/12 ...

SafeLine WAF vs Cloudflare WAF: Which Should You Put in Front of Your App? When you start shopping for a web application firewall, Cloudflare is usually the first name that comes up. It is a mature, globally distributed service. But "first name" is...

You study for hours, walk into the exam feeling ready and then just blank out on questions you swear you knew, it happens to basically every student at some point, honestly. Usually it's not that you didn't study enough. It's that you studied the wro...

Walk into almost any small or mid-sized diagnostic lab in India, and you'll still find a familiar scene: a thick register at the front desk, a technician manually copying values from an analyzer printout, and a receptionist juggling phone calls while...

Tuesday coding tips are super short posts about various tidbits mainly from C++, but also from other programming languages I use. You can also follow the #TuesdayCodingTips hashtag on Mastodon and Linkedin. C++ and C# have a caveat in their enum typ...