Articles on engineering, systems design, startups, and lessons from the trenches.
Every security vendor sells Zero-Trust. Most organisations still do not have it.
I converted a significant JavaScript codebase to TypeScript. Here is what we found in the process.
Authentication is a security-critical component that most applications implement incompletely. Here is the complete checklist.
Every ML model overfits during training at some point. The engineers who catch it before production know what to look for.
The documentation tells you how to build images. It does not tell you about the production realities.
Synchronous processing is right for operations that must complete before responding. For everything else, a job queue is better.
On the right relationship between ML models and domain experts — from credit scoring, fintech, and enterprise AI deployments.
The question is not whether your system will fail. It is whether you designed it to fail safely.
Laravel Queues are excellent. These are the production behaviours that will catch you off guard if you deploy them naively.