Software EcoAudit
I Built a Building Energy Audit Software That Automatically Generates Professional PDF Reports Hello, Dev Community! 👋 My name is Ing Dr Sunny, and I …
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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 …
Building GovChain: Making Government Scheme Discovery Simpler with AI
Finding the right government scheme shouldn't require navigating dozens of websites or reading through lengthy eligibility documents. Yet for many stu…
# 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…
I built an AI observability platform with $0 – zero dependencies, zero ops, stateless
I’ve been building Cognilumin on and off for the past few months, mostly late nights and weekends. It’s a stateless AI observability platform—three to…
How to Rescue a Failed Odoo Implementation: A Consultant's Triage Playbook
The call usually comes about eleven months in. Go-live happened, sort of. Finance is still closing the month in a spreadsheet, the warehouse team keep…
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…
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…
There was no EU GitHub for private code. So I built one.
A few months ago I went looking for a home for my private code with three simple requirements: hosted (I want to push code, not babysit a server), str…
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…
TokenCap v1.6.0 is now live
One thing I've realized while building with AI is that context isn't a prompt problem anymore. It's an engineering problem. Over the last few weeks I'…
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…
I Built FileFlow CLI Using Python
I Built FileFlow CLI Using Python Hi, Dev Community! 👋 I recently completed my second Python project called FileFlow CLI . FileFlow is a command-line …
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…
The smartest engineers I know are afraid to decide
Forty-five minutes. That's how long a brilliant engineer I've worked with spent presenting a comparison matrix for a backend framework. Performance be…
Voice Interview Prep for Developers Why Typing Your Answers Isn't Enough
I've watched developers who clearly know their stuff completely fall apart in interviews (me being one of them). Not because they didn't know the answ…
Why Are Data Analysts in High Demand in 2026?
A Deep Look at the Career Powering the Data-Driven World Introduction: Data Is Everywhere—But Insight Is Rare In 2026, the collection of data no longe…
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…
Is Being Full-Stack Really Necessary in the Age of AI?
In an AI-powered reporting project, the backend API response time suddenly jumped to 8 seconds; I couldn't find a solution by examining only the front…
Why Early MVPs Fail Before Launch
Most MVPs do not fail because the first version is too small. They fail because the first version is not focused enough. A real MVP is not just a redu…
ADR Template: How AI Generates Architecture Decision Records Your Future Self Will Thank You For
Teams make dozens of architectural decisions every month but document almost none of them. The rest dissolve into Slack threads, hallway conversations…
Introducing Soterios: An Open‑Source Windows Security/Maintenance Suite (Contributors Welcome)
For the past few weeks, I have been building Soterios , an open-source, local-first security and system maintenance suite for Windows. The idea starte…
Good Software Feels Simple But Isn’t
We've all been there, especially as developers or first-time founders. We keep adding one more feature, one more screen, one more setting, or one more…
3 Strategic Steps to Building Your Own AI-Powered Productivity Suite
Last month, while trying to integrate various AI tools into my daily workflow, the complexity arising from each having its own API and data format mad…
How Long Does a Dynamics 365 CE Implementation Actually Take?
Most organisations approach a Dynamics 365 Customer Engagement implementation with one question at the top of their agenda: How long will this take? I…
7 Best WhatsApp APIs for Developers in 2026 (Compared)
Most developers reach for Twilio or Meta's official Cloud API the second WhatsApp comes up. That's usually the wrong first move. The official API want…
Signal vs. Noise in Code Evaluations: How to Accurately Measure Developer Skill
Originally published on tamiz.pro . The Signal: Core Developer Competencies Effective code evaluations must identify signal - the skills that directly…
Hello World! 👋 I'm Pablo, Android Dev & Creator of Aura Finance
Hi everyone! 👋 I’m Pablo Martín, a Mobile Engineer and Android Architect based in Spain. For over 5 years, I’ve been building, scaling, and leading na…