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Agentic Workflows: Reimagining Repository Automation with Natural Language

Repository automation works well for deterministic tasks, but struggles with work requiring context understanding and adaptive decision-making. When you need to keep documentation synchronised with code, triage issues intelligently, or...

MCP Apps: Interactive Dashboards Inside Your AI Conversations

If you’ve been working with AI agents lately, you’ve probably hit a limitation: the agent can describe what it found, but it can’t show you anything interactive. Your agent finishes...

GitHub Copilot's Agentic Memory: Teaching AI to Remember and Learn Your Codebase

One of the biggest challenges with AI coding assistants has been their stateless nature with every interaction starting from scratch, requiring developers to repeatedly explain coding conventions, architectural patterns, and...

Beyond Planning: How GitHub Spec Kit Transforms Ideas into Implementation

In my journey exploring agentic DevOps tools, I’ve previously written about delivering major enhancements using Awesome Copilot and GitHub’s built-in Plan Agent. Each tool has pushed the boundaries of what’s...

From Awesome Copilot to Plan Agent: GitHub's Built-in Planning Revolution

In my previous post about delivering major enhancements using agentic DevOps, I shared how I leveraged GitHub’s Awesome Copilot repository to access proven prompts and agents for creating implementation plans....

Azure Copilot Agents: Transforming Cloud Operations

Microsoft Ignite 2025 has delivered what might be the most transformative announcement for cloud operations teams: Azure Copilot Agents. This isn’t just another AI assistant, it’s a fundamental reimagining of...