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…
Happy to share the SCI for AI specification from our Green Software Foundation As AI systems moved beyond traditional software patterns with model training, inference, and increasingly agentic behaviours, it became clear that existing software carbon metrics…
Standardization is what turns an emerging idea into a usable system. Agentic AI is moving fast. Agents can reason, plan, call tools, and coordinate with other agents. But beneath that progress sits a structural issue: each agent framework defines its own way…
In this episode, we step back and reflect on what really happened in the agentic AI space in 2025. The year was defined by rapid model releases, evolving frameworks, and a growing ecosystem of tools promising intelligent, autonomous systems. But beneath the…
In this episode, we step back and reflect on what really happened in the agentic AI space in 2025. The year was defined by rapid model releases, evolving frameworks, and a growing ecosystem of tools promising intelligent, autonomous systems. But beneath the…
In this episode, we explore a quiet but profound challenge emerging across the artificial intelligence landscape: model upgrades that no longer behave like software updates. Newer versions of large language models often shift reasoning patterns, change output…
In this episode, we explore a quiet but profound challenge emerging across the artificial intelligence landscape: model upgrades that no longer behave like software updates. Newer versions of large language models often shift reasoning patterns, change output…
Artificial intelligence was expected to make systems smarter. What few anticipated was that upgrading those systems would become one of the hardest engineering problems of the modern era. Model upgrades were supposed to be simple — version A replaced by…
LLM models are improving fast — but every upgrade comes with a cost most organisations still aren’t prepared for. This week’s edition of Technology Bytes breaks down the hidden technical debt behind AI systems, and why model upgrades are now one of the…
This episode explores what it truly takes to build a production-ready agentic AI system — the architecture beneath it, the behavioural and contextual logic that gives it depth, and the engineering discipline required to move beyond clever demos into systems…
This episode explores what it truly takes to build a production-ready agentic AI system — the architecture beneath it, the behavioural and contextual logic that gives it depth, and the engineering discipline required to move beyond clever demos into systems…
A large amount of AI-generated code could very well become the legacy code of the near future. Not because it was “bad, but because it was never designed with holistic context, reasoning, constraints, or long-term evolution in mind. Legacy has never been…
Happy to share the launch of my experimental app — AI Life Coach. The idea began a few years ago while exploring how personalised guidance could become more meaningful, contextual, and accessible in everyday life. That exploration first took shape in the book…
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From Code Generation to System Integration: Why AI Coding Tools and Agentic IDEs Must Evolve to Solve Real Software Development Challenges Since GPT-3 went mainstream, AI coding tools have sprinted through three waves. 1. First came smart autocomplete. 2.…
In this episode of Agentic AI — The Future of Intelligent Systems, we explore the architectural foundations that determine whether Agentic Artificial Intelligence becomes powerful… or unmanageable. Modern architecture is being rewritten as agents plan, act,…
In this episode of Agentic AI — The Future of Intelligent Systems , we explore the architectural foundations that determine whether Agentic Artificial Intelligence becomes powerful… or unmanageable. Modern architecture is being rewritten as agents plan, act,…
Modern architecture is being rewritten in real time. AI generates code, systems evolve continuously, and organisations expect faster delivery with fewer moving parts — yet more intelligence, more automation, more scale, and more responsibility. In this…
Software is being built faster than ever, thanks to AI. But speed only matters when the architecture underneath can survive it. This week’s edition breaks down the Ten Principles of Modern Architecture Design — a practical framework for building systems that…
This episode breaks down a quiet shift happening beneath the excitement surrounding artificial intelligence. The technology continues to advance rapidly, but the systems, processes, and expectations around it are not keeping pace. The result is a growing gap…
This episode breaks down a quiet shift happening beneath the excitement surrounding artificial intelligence. The technology continues to advance rapidly, but the systems, processes, and expectations around it are not keeping pace. The result is a growing gap…
A deep-dive episode on SCI for AI — the industry's first consensus-based standard for measuring the carbon footprint of AI systems, built on the ISO-certified SCI methodology and designed for the full AI lifecycle, from training to inference.
Is the current AI wave a bubble waiting to burst? Yes — but not because the technology is weak. The real pressure is building in the story we are telling about AI, not in the systems we are actually able to build, run, and sustain. AI capability is…
The AI narrative bubble has finally burst — not because the technology is slowing down, but because the story around it became bigger than the systems, architectures, and processes that actually support it. When narrative disconnects from engineering reality,…
Is the Current AI Wave a Bubble Waiting to Burst? Yes — but not because the technology is weak. The bubble sits in the story we are telling about AI, not in the capability itself. Right now, four pressures are building at the same time: 1) Inflated…