The Reputation Layer: Why Developers Quietly Run Corporate PR
When a database falls over at 3 a.m., most engineers assume they are solving a purely technical problem. They are also, whether they intend to or not,…
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The Last Mile of Software Is a Sentence
Every developer knows the quiet satisfaction of a clean merge, a green test suite, and a system that does precisely what it was designed to do. Far fe…
The Day I Stopped Thinking Like a Developer and Started Thinking Like an Owner
Early in my career, I thought being a good developer meant writing clean code, closing tickets, fixing bugs, and delivering features on time. And to b…
Your Test Suite Now Mostly Proves the AI Agrees With Itself
Picture a renewal call. The client is happy with the work. Then they ask one fair question. "This feature here. Show me the requirement it came from, …
Global Precision & Financial Calculations
Global Precision and how it could impact the financial calculations When you're building anything that handles money, someone eventually asks: "how ma…
Building software in C#: part 2 - code architecture
In my previous post, I described how historical trends shaped our (or at least my) perception of software architecture. However, with experience and s…
The Age of Architecture: AI Coding Agents Are Forcing Us to Build Better Systems
What Good Engineering Looks Like A few years ago, if you told a team that architecture was more important than implementation, you'd probably get some…
The Hidden Cost of Cloud-First API Clients
In modern development workflows, API clients are indispensable tools. API clients let developers inspect, debug, and test endpoints efficiently. Popul…
How to turn invisible impact into career growth
A lot of the work that keeps a team moving never fits neatly into a ticket. Sure, you have your assigned tasks, estimates, PRs, and shipped features. …
Why I'm Building Decision Systems Instead of Prediction Systems
Most software projects focus on producing outputs. Most AI projects focus on producing predictions. But real organizations don't operate on outputs or…
AI Is Not Killing Developer Jobs — But It Is Killing Certain Developer Habits
The Headline vs. The Reality "AI is replacing developers." It's everywhere. Breathless predictions about software engineers being the first white-coll…
Building software in C#: part 1 - history.
3-Layer Architecture When I started programming in C# back in 2010 in Prague (Czech Republic), the dominant trend was the 3-layer monolithic architect…
Inside the New ESP32 Pocket Computer Underground
The Table Full of Half-Broken Machines At a flea market outside Asheville, between old CB radios and scratched Xbox 360 controllers, there was a tiny …
Less Greedy Code, Less Misery: The Power of SRP Through a Battle-Tested Lens
Source : Manul X Published : 2026-05-24T15:13:44.206Z Modified : 2026-05-28T00:41:23.787Z Language : en Author : Manul X Editorial Category : Software…
What I’m Learning While Transitioning From Software Engineering to Freelancing
After nearly 3 years of experience as a software engineer, I recently started preparing seriously for freelancing and remote opportunities. Before my …
The Worst Time to Quit Software Engineering Might Be Right Now
I understand why so many people are questioning software engineering right now. Every week there’s another headline saying AI will replace developers.…
The 34x Pricing Gap: Why AI Model Selection in 2026 Is a Math Problem, Not a Loyalty Problem
Something broke in the AI pricing market between January and May 2026. A year ago, "frontier model" meant "expensive model." Claude Opus was $15/$75 p…
State Management in Production Flutter Apps: What Actually Held Up at Scale
State management rarely feels urgent on week one of a Flutter project. Screens come together fast. setState works. Provider or Riverpod gets wired up …
open-source coding agents need maintainers, not just models
OpenAI published a Warp case study yesterday with the kind of number that makes everyone stop scrolling: agents now co-create around 90% of Warp's int…
Why 'Who Last Touched This File' Is the Wrong Question
A file can have five contributors on record and still be fully owned by someone who left the company fourteen months ago. The commit history looks hea…
State management for real-world workflows: tracking apartment viewings and applications
Apartment hunting is a stateful workflow. At any given moment, a user might have 15 listings in various stages: some saved, some inquired about, some …
From Vibe Coding to Verified Engineering
AI agents should not just generate code. They should produce evidence . That is the core idea behind Agile V: → Requirements before implementation → I…
What Engineers Learn After Building Enterprise Chatbots That Actually Go Live
A chatbot demo is easy. A production-grade chatbot that survives real enterprise traffic, inconsistent user behavior, fragmented APIs, and operational…
Is it a good practice to use a single Builder pattern for both Creating and Updating an entity?
I am implementing the Builder pattern in a Node.js (TypeScript) backend to instantiate a Permission object before passing it to my repository layer.I …
From "Vibe Coding" to Precision: Why GitHub Spec Kit Changes Everything
If you've ever felt like your AI coding assistant is just guessing what you want to build, it's time to flip the script. Code has been king for decade…
My Struggles as a Software Engineer in 2026
This post is adapted from my YouTube vlog, " My Struggles as a Software Engineer in 2026! " I started my journey to become a software engineer two yea…
Why Doesn't Linux Break Every Week?
Linux has thousands of contributors. Yet some commercial applications with dedicated teams seem to break every other update. One of the strangest real…
Why We Built AnToAnt: Designing Software Before Writing Code
Why We Built AnToAnt: Designing Software Before Writing Code Most developers start building too early. A new idea comes in. The coding begins. Feature…
Building Production-Ready AI Systems: What Most Developers Learn Too Late
Artificial Intelligence development has become dramatically easier over the past two years. You can connect an LLM through an API in minutes. You can …