Divya Akula

GitHub Copilot Harness vs. Standard Harness: The Difference I Initially Missed

Wed, 12 Aug 2026 08:00:00 +0000

I recently completed the Recruit Challenge from the Azure AI Community.

It had been sitting in my backlog for a while, so I decided to give it the attention—and...

Microsoft Build 2026: What Actually Matters

Sat, 06 Jun 2026 00:00:00 +0000

The biggest announcement at Microsoft Build 2026 wasn’t a model.

It wasn’t MAI.

It wasn’t Microsoft IQ.

It wasn’t Copilot Studio.

It was the realization that Microsoft is no longer...

Getting Started with Copilot Studio: The Setup No One Explains

Sat, 23 May 2026 08:00:00 +0000

A few years ago I wanted to get started with Power Platform and had no idea where to begin.

Not because the technology was hard. Because nobody could give me...

Copilot Studio, Unlocked: Licenses, Credits & First Steps

Sat, 09 May 2026 08:00:00 +0000

What is Copilot Studio?

Microsoft Copilot Studio is the low-code platform for building AI agents that don’t just respond — they act. Whether you’re extending Microsoft 365 Copilot, wiring...

Responsible AI Governance for Leaders: You Don’t Need to Understand AI

Fri, 17 Apr 2026 00:00:00 +0000

Responsible AI Governance for Leaders

You Don’t Need to Understand AI to Ask the Right Questions

Every week, I sit across from business leaders, compliance officers, and department...

Copilot Studio Common Errors & Solutions Guide

Mon, 16 Mar 2026 08:00:00 +0000

Introduction

When building production copilots with Copilot Studio, we will inevitably run into errors that are not well documented. Content moderation false positives, Adaptive Card quirks, Teams-specific behavior, and...

The Five Illusions of Responsible AI in Agentic Systems

Sun, 08 Mar 2026 08:00:00 +0000

Introduction

In my ebook Responsible AI in Practice: From Intake to Incident, I introduced the concept of the Five Illusions — the assumptions that quietly derail responsible AI programmes...

Topics vs Agents in Copilot Studio

Wed, 28 Jan 2026 08:00:00 +0000

Introduction

When you start building copilots with Copilot Studio, one of the first design questions you run into is:

Should this be a Topic inside an agent, or...

Responsible Prompting Guidebook

Thu, 11 Dec 2025 09:00:00 +0000

🤝 Responsible Prompting Guidebook

How We Can Help AI Stay Ethical, Grounded, and Free from Hallucinations

AI is everywhere now — in our workflows, our apps, our classrooms,...

Getting Started with Responsible AI

Fri, 19 Sep 2025 08:00:00 +0000

Introduction to Responsible AI

Artificial Intelligence (AI) is no longer a distant vision—it’s embedded in the apps we use, the workplaces we operate in, and the decisions we make...