Padel Flow
Project Name PadelFlow Team Members Alfin Hafiz Problem Statement Organizing Americano and Mexicano padel tournaments is manual and error-prone. Organ…
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Alchemy: GJS UI Framwork
Gnome Application Framework I just added to Alchemy (GJS UI Framework) inspired by Quasar Framework and VueJS: QWebView (Native WebKit 6.0 integration…
Nine Red Tests and No Way to Tell Which Ones Matter
Every SDET I know has a private ritual for the morning after a red nightly, and every one of them is embarrassed by it. Mine went like this. Open the …
# Beyond Chatbots: Why Developers Should Start Building AI + IoT Applications
Artificial Intelligence has become the go-to technology for developers. Every week there's a new LLM, framework, or AI tool making headlines. But whil…
No-Code, Hybrid, or Custom Code? A Practical Decision Framework
Part 2 of the DEV series: The Real Boundary Between No-Code and Engineering In Part 1 of this series, I argued that developers do not necessarily disl…
Happy Monoversary!
Dang! Its been a whole year. Doesn't even feel like it. About a year ago I was employed at Techinnover Analytics Ltd, where I had several firsts - but…
Enforcement and audit are the same act. Most agent stacks still treat them as two.
The EU AI Act's high-risk obligations hit full enforcement on August 2, 2026. Article 12 wants a queryable record of every AI-driven decision — includ…
Software Evolves Like Ecosystems
One of the biggest mistakes I made early in my career was believing software was something you finished. You gathered requirements. Designed the archi…
Managing Monorepos at Scale: Lessons from Meta, AWS, and a 15-Repo Migration
Early in my career, I thought polyrepos were the way. Microservices, each in their own repo, independently deployable — it felt clean and modern. Then…
Managing Vulnerability Debt in the Age of AI Coding Assistants
Managing Vulnerability Debt in the Age of AI Coding Assistants Back to blog The Anatomy of AI-Generated Code Vulnerabilities GitHub Copilot Security a…
Building Responsible AI Ecosystems for Public Sector Transformation
A private company can release a flawed AI feature, roll it back, apologise, and move on. A government agency doesn't have that option. When AI is used…
Understanding Static vs. Dynamic Testing: A Fundamental Concept in Software Testing
One of the first concepts every software tester should understand is the difference between Static Testing and Dynamic Testing. Static Testing is perf…
Secure DNS: The Trade-off of Privacy for Performance
Last year, I noticed a significant increase in DNS resolution times for a critical service of one of my clients. Initially, I suspected a problem at t…
Running Android on my own hypervisor — what I learned in one month. 11 partitions, 1.7GB sparse images.
I've been building IONA OS — a sovereign operating system written entirely in Rust — for the past 13 years. This month, I decided to run Android on it…
I Didn't Plan to Build an Offline-First Attendance System. Firestore Forced Me To.
How accidentally exhausting Firestore's free-tier limit transformed a rushed MVP into a more resilient anti-proxy attendance system. Introduction When…
The Linux Cutover and the Briefing Echo
What we shipped on 2026-07-24 The "Simplifying Your Observability Stack" draft opened with roughly 4,000 characters of the reviser's echoed revision b…
SAP BTP Fundamentals: SAP BTP Architecture Principles
Introduction Enterprise architecture serves as the foundation for designing scalable, secure, resilient, and business-aligned technology solutions. As…
SAP BTP Fundamentals: SAP BTP Enterprise Architecture
Introduction Enterprise Architecture (EA) provides the strategic blueprint that aligns business objectives, technology investments, business processes…
The AI Can't See What It Drew
Originally published on hexisteme notes . A while back I wrote about why your vibe-coded app looks worse than you expect. That post diagnosed the caus…
We Don’t Have a Software Engineering Problem. We Have a Platform Engineering Problem.
Last month I set out to build a new product, and after a full week I had shipped exactly zero features. Not because I was slow. Not because the work w…
From Prompting to Production: A Practical Framework for AI-Assisted Software Development
How structured workflows, context engineering, and human oversight can transform AI from a coding assistant into a true engineering partner. Introduct…
My OpenCode Database Was Mostly Empty Space
OpenCode keeps a lot of useful history. That is one of the reasons I like it. A coding-agent session is not just a chat transcript. It is a record of …
How Michael Vicente’s RAG Project Teach Me About Building Smarter AI?
I recently came across a weekend project shared by Michael Vicente , and it changed how I think about building AI-powered applications. Michael built …
The Bottleneck Was Never Generation
AI agents write code incredibly fast. They destroy software architecture even faster. That's not a secret anymore. It has a name now — agentic technic…
Engineering Principles That Made Me a Better Backend Developer
Engineering isn't just about circuits, machines, or code. At its core, it's a way of thinking, a disciplined approach to understanding systems, solvin…
Technical Leadership vs. Managerial Leadership: Chart Your Career Path
When I received an offer to lead a team developing a new module for a production ERP, two different paths emerged in my mind: deepening my existing te…
MAD-SHOW Lighting Control Software: A Comprehensive Guide from Beginner to Advanced Features
This is a complete introductory guide to the MAD-SHOW lighting control software. Whether you are a beginner new to lighting programming or a professio…
Incident Postmortem Template & Guide for Engineering Teams
Every engineering team has outages. The teams that improve fastest are not the ones that have the fewest incidents — they are the ones that extract th…
The Software Architect Roadmap: What to Learn (and in What Order)
Software architecture is about much more than writing code. A great Software Architect understands how systems are designed, built, deployed, secured,…
The Future of Rust: Dominating Systems Programming in 2026
The Future of Rust: Why This Memory-Safe Language is Dominating Systems Programming in 2026 In its early years, Rust was often viewed as a "rising sta…