Stop waiting for the “AI replacement.” It’s not coming—at least, not in the way most people think. I’ve been part of the technology transformation story since 2000. I started with mainframe modernization—screen-scraping IBM COBOL applications running on CICS…
As agentic systems move from demos into continuous operation, a different set of problems begins to surface — not around capability, but around behavior. This episode reflects on what happens when autonomous systems run longer than expected: planning loops…
As agentic systems move from demos into continuous operation, a different set of problems begins to surface — not around capability, but around behavior. This episode reflects on what happens when autonomous systems run longer than expected: planning loops…
Invited as a judge for the Build and Grow AI Hackathon 2.0 by GDG Cloud Mumbai and GDG Cloud Pune — fifteen teams, real use cases, and a format that turns ideas into working solutions in a weekend.
AI is not eliminating software engineering. It is forcing a reset of what it means to become a software engineer. The story being sold today is simple: AI will replace developers. That message fits neatly with the hundreds of billions being poured into…
Green AI is typically framed around carbon reduction and energy efficiency. That framing is necessary — but incomplete. Most initiatives start with measuring emissions, improving energy efficiency, or selecting cleaner infrastructure. Those are foundational.…
Excited to see the Green Software Foundation’s 2025 Annual Report and the momentum behind this work. I’m fortunate to lead multiple initiatives across the GSF — including the Standards Working Group, SCI for AI, and the Impact Framework — and it’s been…
What happens when an AI agent is placed next to real human decision-making? In this episode of Agentic AI: The Future of Intelligent Systems, the focus shifts from models and prompts to responsibility and restraint. Built from real experience creating an AI…
What happens when an AI agent is placed next to real human decision-making? In this episode of Agentic AI: The Future of Intelligent Systems , the focus shifts from models and prompts to responsibility and restraint. Built from real experience creating an AI…
In this edition of Technology Bytes, the focus is on a real-world experience of building an AI system that sits alongside human decision-making rather than attempting to replace it. As AI becomes part of everyday life, the questions people bring to it have…
Code generation is easy. Building a production-grade AI system is not. The latest Technology Bytes shares a real-world experience from building an AI Life Coach — what breaks when LLMs move from demos to production, why system thinking matters more than…
If AI is making feeds “smarter,” why do YouTube and LinkedIn feel more repetitive than ever? The real question is simpler: Are you actually learning? Or just consuming? The issue isn’t volume. It’s value. There’s more content than ever, yet fewer moments of…
2025 was the year AI accelerated everything — code, decisions, delivery, and expectations. But acceleration came with lessons. In this episode, we reflect on what actually changed when generative and agentic AI entered real production systems — not demos, not…
2025 was the year AI accelerated everything — code, decisions, delivery, and expectations. But acceleration came with lessons. In this episode, we reflect on what actually changed when generative and agentic AI entered real production systems — not demos, not…
Welcome to 2026, and thank you. Thank you for reading Technology Bytes, for sharing it, and for staying with it as the conversation around AI has moved from possibility to practice. Over time, this newsletter has grown to nearly 5,000 subscribers, bringing…
What AI was in 2025 — and what it becomes in 2026. 2025 was the year many assumptions around AI met reality. Not in labs or demos, but inside real systems—codebases, workflows, agents, and production environments. This first Technology Bytes edition of 2026…
The experimentation phase of Agentic AI is over. In this first episode of 2026, the focus shifts from smarter models to more sensible systems. Rather than predictions or hype, this episode breaks down three practical skills that will define success with…
The experimentation phase of Agentic AI is over. In this first episode of 2026, the focus shifts from smarter models to more sensible systems. Rather than predictions or hype, this episode breaks down three practical skills that will define success with…
At the start of 2025, the AI story felt settled. Bigger models. More agents. Faster rollouts. By the end of the year, the conversation had changed. This episode reflects on what actually surfaced in production environments — behaviour over capability, failure…
At the start of 2025, the AI story felt settled. Bigger models. More agents. Faster rollouts. By the end of the year, the conversation had changed. This episode reflects on what actually surfaced in production environments — behaviour over capability, failure…
The AI wasn’t hacked. It was trained wrong. A single vulnerability. All systems online. And one question that arrives too late. This 10-second tech thriller explores what happens when AI learns more than it should. Watch closely. The silence matters.…
AI doesn’t take control loudly. It takes control quietly—one micro-choice, one nudge, one unseen influence at a time. Most people think AI is a technical problem. It isn’t. It’s a human story we still don’t fully understand. We can keep building bigger…
At the start of 2025, the narrative was clear. Bigger models. More agents. Faster rollout. Confidence that intelligence alone would carry systems into production. By the end of the year, the story looks very different. What dominated real conversations was…
Our last Technology Bytes newsletter of the year looks at how AI met reality in 2025—and what engineering will demand in 2026. From AI excitement to engineering reality, this edition shares six clear predictions informed by what became visible in…
Agentic AI is moving fast. Models are changing. Tools are evolving. Standards are forming. But amid all this movement, organisations are facing a deeper question: where should they actually focus? In this episode, we move beyond model intelligence and talk…