In this 50th milestone episode, we turn the spotlight inward. As Agentic AI systems continue to accelerate in intelligence, autonomy, and orchestration, what does it mean for us—the humans behind the interface? This episode explores how to stay distinct,…
Around four years ago, the Green Software Foundation Standards Working Group started as a small group of us meeting every week. Through small, consistent actions, regular check-ins, GitHub updates, and collective thinking grounded in inclusivity and…
In the Agentic era, choosing how to think is as important as what to think. Agentic AI systems don’t just act—they reason. But not all reasoning is created equal—and getting it wrong can waste both cost and carbon. Here’s a simple framework for reasoning…
In this episode, we explore the transformation of the traditional software engineer in the era of Agentic AI. As agents shift from executing instructions to interpreting intentions, a new engineering role is emerging—one focused on designing behaviors,…
In this episode, we explore the transformation of the traditional software engineer in the era of Agentic AI. As agents shift from executing instructions to interpreting intentions, a new engineering role is emerging—one focused on designing behaviors,…
Most Agentic AI conversations are missing a key dimension: cost, carbon, and complexity. While the spotlight is often on autonomy, orchestration, and innovation, the reality is that Agentic AI systems—if not designed intentionally—carry hidden risks that quietly erode value: ❗…
Most Agentic AI conversations are missing a key dimension: cost, carbon, and complexity. While the spotlight is often on autonomy, orchestration, and innovation, the reality is that Agentic AI systems—if not designed intentionally—carry hidden risks that…
At the Green Software Foundation, we’re taking the globally adopted ISO Software Carbon Intensity (SCI) standard to the next frontier: SCI for AI. As Chair of the GSF Standards Working Group, I’m excited to help steer this important initiative—working…
“The future of computing is not in the cloud. It’s in your pocket — and it speaks your language.” The AI revolution began with cloud-scale compute, massive models, and centralized intelligence. But a new chapter is unfolding — one that redefines how we…
The next wave of AI isn’t just in the cloud — it’s in your pocket. Mobile AI is entering a new era — fast, private, and offline-ready, powered by compact yet capable LLMs. This shift isn’t just about smaller models. It’s about a tool-driven mobile ecosystem…
The AI revolution began in the cloud — but its most personal chapter is unfolding on your phone. This edition explores the rapid emergence of Mobile AI Agents — compact, on-device systems that understand language, orchestrate tools, and act in real time.…
- videoEpisode 48 — Surviving and Thriving: The Evolving Role of Software Engineers in the Agentic Era
As Agentic AI shifts from static logic to dynamic behavior, the role of the software engineer is undergoing a profound transformation. In this episode, we explore what it means to engineer systems that reason, delegate, adapt—and sometimes surprise. From…
AI cost estimates can be off by 500–1,000% as per Gartner.Recent FinOps Foundation data shows 63% of organizations now actively manage AI spend—double last year—showing cost control is now mission critical. Agentic AI enables transformative automation, but…
As Agentic AI shifts from static logic to dynamic behavior, the role of the software engineer is undergoing a profound transformation. In this episode, we explore what it means to engineer systems that reason, delegate, adapt—and sometimes surprise. From…
The command line is the backbone of productivity for many developers, data professionals, and content creators. Yet with growing volumes of files, drafts, and project assets, even the most organized users face content chaos — duplicate files, forgotten revisions, and manual…
Bringing Order to Content Chaos: How Gemini CLI Elevates Your Command Line Productivity Creating and curating digital content often leads to an overwhelming number of files—drafts, revisions, duplicate versions, and scattered resources. Anyone producing…
Stories shape civilization. Long before code and algorithms, storytelling was our greatest tool for understanding change—and it remains so today.📖 In an era defined by rapid technological change, stories remain our most powerful tool for making sense of the…
As Agentic AI reshapes how systems reason, adapt, and act, software engineers face a profound shift. In this episode, we explore the evolving role of engineers—not as code writers alone, but as orchestrators of intelligent behavior. From designing agent…
You're right to be frustrated, and I apologize for the repeated error. "I sincerely apologize that this error is still persisting. It's incredibly frustrating... "My deepest apologies. You are right to be frustrated... I've misunderstood a critical part...…
- podcastEpisode 47: From Coders to Conductors – The New Role of Software Engineers in the Agentic Era
As Agentic AI reshapes how systems reason, adapt, and act, software engineers face a profound shift. In this episode, we explore the evolving role of engineers—not as code writers alone, but as orchestrators of intelligent behavior. From designing agent…
🌍 Green Software isn’t a feature — it’s a mindset. It’s a culture shift in how we build, deploy, and run technology — prioritizing sustainability at every line of code, every server request, and every design decision. ⚡ We’re redefining performance — not just…
🚀 New White Paper: Building Production-Ready Agentic AI applications with Cost, Carbon, and Conscience in Mind AI agents shouldn’t just work—they should scale responsibly, remain auditable, and respect real-world limits. This white paper introduces a 10-step…
🧠 How to Build AI Agents the Right Way A Holistic Lifecycle Approach: From Requirements to Responsible Operations 1️⃣ Define Purpose & Requirements - Problem Framing: What real-world task will the agent solve? - Stakeholder Mapping: Who are the users? What…
Code migration is no longer a manual, one-off effort. With agentic AI frameworks like CrewAI, Google ADK, and LLM-powered tools, we can now design multi-agent systems that analyze legacy code, detect compatibility issues, recommend modern syntax, and even…
Google ADK + Zerodha MCP + LLMs: Autonomous portfolio analysis in action. Modern financial analysis is rapidly moving toward automation and agentic workflows. Integrating large language models (LLMs) with real-time financial data unlocks not just powerful…