Are We Using AI at the Wrong Scale?
We open our IDE and let a model running somewhere in the cloud read our entire codebase to add a null check - and track our behaviour along the way. W…
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CrabTrap
CrabTrap Imagine a production environment where AI judges security threats, freeing you from tedious monitoring. I've seen the benefits of automating …
Micro-frontends with AI - it solves everything
This article covers a few important tips to consider before choosing micro-frontends for your tech stack. I also cover what other tools fit well with …
I Built a Security Scanner That Audits PDFs Before You Send Them. Here's How. [Devlog #10]
All tests run on an 8-year-old MacBook Air. You're about to email a contract. It looks clean. But it still has your name, your machine's hostname, the…
Software Architecture as Educated Coarse-Graining
Every serious practitioner agrees that software architecture matters. Almost nobody agrees on what the word means. That's an operational problem disgu…
System Design Fundamentals - Latency, Throughput, Availability, Consistency, Redundancy, Replication, and Congestion Explained
When people first step into system design, they often expect to learn about architectures—microservices, databases, load balancers, and scaling strate…
How I automated dead endpoint detection and removed 16,000 lines from our Node.js codebase
Eight years of product iterations leaves marks. Our Express API had grown to 45,000 lines of code across hundreds of endpoints — features that shipped…
The Future is Friendly Code For AI and Humans
This is the final part of our "AI Code Debt Tsunami" series. We've explored the hidden costs of AI-assisted development, the metrics that matter, and …
Why Your ATS Rejects 40% of Resumes (It's Not the Candidates)
We recently helped a recruiting agency debug a painful problem: their ATS was silently rejecting nearly half the resumes coming through their pipeline…
Why Scalable Architecture Matters for Growing Businesses
Most companies don't think about their software architecture until something breaks. I've seen it happen more times than I can count. A business start…
Stop Putting Everything in the Service Class and Calling It Clean Architecture
There is a file in almost every .NET project that everyone on the team is quietly afraid of. It does not have a scary name. It is usually called somet…
GamePinned: The Windows Tool That Stops People From Uninstalling Games on Shared PCs
If you run a gaming cafe, an esports arena, an internet center, or even a shared family PC, you have probably hit this exact problem at least once. So…
Live Streaming From Space: The Infrastructure Challenges Behind Live Video Beyond Earth
Space, the final frontier in live video streaming. Today I want to discuss what it takes to deliver reliable live streaming from space, from early orb…
AI Code Without Governance Is Now a Legal Liability
AI Code Without Governance Is Now a Legal Liability Your engineering team merged 200 pull requests last week. Half of them were written or heavily ass…
SDLC
What is SDLC? SDLC (Software Development Life Cycle) is a step-by-step process used to develop software in a structured and efficient way. It ensures:…
Every company I've worked at had the same broken interview process
There's a dirty secret in tech hiring: the people actually doing the interviews have zero tooling. HR has their ATS. Recruiters have their pipelines. …
Beyond Prompt Engineering: The Layers of Modern AI Engineering
How modern AI systems evolve from ideas to verified outputs. TL;DR Modern AI systems are no longer built with prompts alone. They are built through la…