AI as an Amplifier: What the 2025 DORA Report Really Reveals About AI Adoption
GenAIArtificial IntelligenceDeveloperCodeProductivityTechnologySoftware Architecture

AI as an Amplifier: What the 2025 DORA Report Really Reveals About AI Adoption

The 2025 DORA Report delivers a simple but powerful insight: AI isn’t a magic fix—it’s an amplifier. With over 90% of developers now using AI, productivity is rising, but trust issues remain, with 30% doubting AI-generated code . More surprisingly, AI increases throughput while hurting system stability, leading to more failures and rework—a trend clearly shown in DORA’s impact graph

Dec 11, 2025Continue
Why I'm All In for Spec-First Development
GenAITechnologyArtificial IntelligenceSoftware Architecture

Why I'm All In for Spec-First Development

You know that feeling when you try building IKEA furniture without looking at the manual? Yeah, it’s chaos. That’s how I see traditional code-first development nowadays — too much guesswork and not enough clarity upfront. Enter: Spec-First Development. Let’s dive into what it is, why it matters, and how AI plays an exciting role here 🧠⚡

Jul 21, 2025Continue
Machine Learning - 101
MathSoftware ArchitectureDeveloperMachine Learning

Machine Learning - 101

Are you a person who thinks machine learning is some sort of black-magic or thinks that computers with it's intelligence will some day take over humanity? Let me help you fill in the grey area for you! Lets get started

Jan 15, 2022Continue
How to write a better code?
CodeDeveloperSoftware Architecture

How to write a better code?

The answer is simple: craftsmanship. There are two parts of learning this craftsmanship: knowledge and work - knowledge about principles, patterns, practices and heuristics that a craftsman needs and practicing the same again and again to get better at it.

Dec 29, 2021Continue
SOLID ADVISE FOR SOFTWARE DEVELOPMENT
CodeDeveloperSoftware Architecture

SOLID ADVISE FOR SOFTWARE DEVELOPMENT

SOLID Principles were introduced by Robert C. Martin - The Uncle Bob in the year 2000 on his paper Design Principles and Design pattern. Uncle Bob is one of the weird naming schemes in computer science in line with the Java (The Coffee☕), Python (the snake🐍) and Gang of Four 🧑🏻‍🤝‍🧑🏼🧑🏼‍🤝‍🧑. However the name was coined by Michael Feathers later.

Dec 26, 2021Continue
Cohesion🔗 and Coupling🖇️ in Software Architecture🦸🏻‍♂️
CodeDeveloperSoftware Architecture

Cohesion🔗 and Coupling🖇️ in Software Architecture🦸🏻‍♂️

Let try to design and write better code by looking at two 💕 of the important software quality metrics – Cohesion and Coupling. This is applicable for any programming language and help you write high quality code which ensure high reusability and easy maintenance. These high level topics in general talk about how easily our code can be changed and extended. Most people think they are the same – to a certain point it is, but there is a difference

Dec 24, 2021Continue