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

Artificial Intelligence isn’t just another tool in the software engineering toolbox — it’s reshaping how we write, review, and ship code. What used to be repetitive, mechanical work is now increasingly handled by AI systems, enabling developers and reviewers to focus on design, intent, and architectural quality rather than syntax and boilerplate.

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 🧠⚡

Imagine telling your software: “Hey, just handle this for me.” And then it does. No need to click ten buttons, fill out five forms, or wait around. It just gets it done. That’s not wishful thinking anymore — that’s the promise of agentic AI.

AI is having its cloud moment. Everyone’s talking about it, everyone’s trying to use it — and yet most conversations feel like a buzzword minefield. Are we building with AI? Or is it machine learning? Wait, is this just a chatbot? What’s “agentic” AI? And where does “generative” fit into all this?

We are blessed to live in the Information Age (arguably) - Chatting with an AI is now possible thanks to advances in artificial intelligence and natural language processing. In this blog, we'll explore the experience of chatting with an AI and the potential applications of this technology. Discover what it's like to have a conversation with a machine and how it's changing the way we communicate with machines.