Knowledge Base

Deep dive into AI, LLM, Python automation, and the future of programming with our curated technical guides.

Editor's Pick 12 min read

Bridging the Gap: Supercharging Your CLI with GitHub Copilot and M365 Work IQ

Discover how to supercharge your GitHub Copilot CLI with the Microsoft 365 Work IQ extension. A complete technical guide to setup, architecture, and daily workflow tips.

Can Dedeoglu
Apr 3, 2026
Bridging the Gap: Supercharging Your CLI with GitHub Copilot and M365 Work IQ
12 min read
Enterprise AI

Bridging the Gap: Supercharging Your CLI with GitHub Copilot and M365 Work IQ

Discover how to supercharge your GitHub Copilot CLI with the Microsoft 365 Work IQ extension. A complete technical guide to setup, architecture, and daily workflow tips.

Can Dedeoglu
Can DedeogluApr 3, 2026
Mastering Data Ingestion for AI Agents: A Deep Dive into Foundry IQ Knowledge Sources
12 min read
Enterprise AI

Mastering Data Ingestion for AI Agents: A Deep Dive into Foundry IQ Knowledge Sources

Learn how Microsoft's Foundry IQ shifts the paradigm by treating data ingestion as a first-class capability through Knowledge Sources, connecting modern protocols like MCP, and handling enterprise governance.

Can Dedeoglu
Can DedeogluMar 30, 2026
Architecting a Multi-Model Resume Matching Agent in Copilot Studio
15 min read
Enterprise AI

Architecting a Multi-Model Resume Matching Agent in Copilot Studio

Learn how to build an enterprise-grade resume matching assistant in Microsoft Copilot Studio. This guide covers a Parent-Child agent architecture, Dataverse integration, and strategic multi-model routing.

Can Dedeoglu
Can DedeogluMar 29, 2026
From Vibe Coding to Spec-Driven Development: The Ultimate Claude Code Workflow
12 min read
Tools

From Vibe Coding to Spec-Driven Development: The Ultimate Claude Code Workflow

Stop building on 'vibes' and start engineering with surgical precision. This is the exact setup and system required to master Claude Code and orchestrate sub-agents.

Can Dedeoglu
Can DedeogluMar 28, 2026
From Vibe Coding to Agentic Engineering: How to Actually Build with AI
8 min read
GenAI

From Vibe Coding to Agentic Engineering: How to Actually Build with AI

Move past the 'vibe coding' ceiling and learn how to direct AI with precision through Agentic Engineering. A technical deep dive into building more robust applications.

Can Dedeoglu
Can DedeogluMar 28, 2026
The Complete Guide to OpenCode: Architecting Your AI Coding Workflow
12 min read
Tutorials

The Complete Guide to OpenCode: Architecting Your AI Coding Workflow

An incredibly comprehensive guide to architecting your AI coding workflow with OpenCode, including its three layers, optimal setup with WSL and VS Code, and context management.

Can Dedeoglu
Can DedeogluMar 20, 2026
How to Call an Uploaded File in Copilot Studio from a Prompt
7 min read
Enterprise AI

How to Call an Uploaded File in Copilot Studio from a Prompt

Learn how to empower your Copilot Studio agents by passing uploaded files into prompts for summarization, data extraction, and processing. Includes tips on Code Interpreter and custom error handling.

Can Dedeoglu
Can DedeogluMar 17, 2026
Mastering Desktop Automation: From Basic Clicks to Dynamic Selectors in Power Automate Desktop
10 min read
Tutorials

Mastering Desktop Automation: From Basic Clicks to Dynamic Selectors in Power Automate Desktop

A comprehensive guide and extraction checklist for automating legacy desktop applications with Microsoft Power Automate Desktop (PAD), featuring dynamic selectors.

Can Dedeoglu
Can DedeogluMar 17, 2026
The Dawn of the Agent-Operated Enterprise: A Deep Dive into Microsoft 365 E7 and Copilot Wave 3
8 min read
Enterprise AI

The Dawn of the Agent-Operated Enterprise: A Deep Dive into Microsoft 365 E7 and Copilot Wave 3

A comprehensive technical breakdown of Microsoft 365 E7, Copilot Wave 3, Entra Suite, Agent 365, and what the Frontier Suite means for enterprise IT governance.

Can Dedeoglu
Can DedeogluMar 15, 2026
Mastering the GitHub Copilot CLI: A Comprehensive Technical Guide
15 min read
Enterprise AI

Mastering the GitHub Copilot CLI: A Comprehensive Technical Guide

From 'YOLO Mode' to 'Autopilot Fleets', discover how to transform the GitHub Copilot CLI into a highly autonomous, agentic workflow engine deeply integrated with VS Code.

Can Dedeoglu
Can DedeogluMar 11, 2026
Copilot Studio 101: The Ultimate Technical Deep Dive
12 min read
Enterprise AI

Copilot Studio 101: The Ultimate Technical Deep Dive

A complete technical deep dive into Microsoft Copilot Studio, covering the Generative Orchestrator, the 7-stage RAG pipeline, advanced topics, multi-agent architecture, and enterprise-grade deployment.

Can Dedeoglu
Can DedeogluMar 10, 2026
Bypassing Limitations: How to Build Custom RAG Knowledge in Microsoft Copilot Studio
9 min read
Enterprise AI

Bypassing Limitations: How to Build Custom RAG Knowledge in Microsoft Copilot Studio

Learn how to bypass the restrictions of standard ServiceNow connectors in Copilot Studio by building a custom retrieval-augmented generation (RAG) implementation using the hidden onKnowledgeRequested trigger.

Can Dedeoglu
Can DedeogluMar 3, 2026
Optimizing SharePoint Knowledge Retrieval in Copilot Studio: The Dataverse Architecture
8 min read
Enterprise AI

Optimizing SharePoint Knowledge Retrieval in Copilot Studio: The Dataverse Architecture

Learn how to bypass SharePoint Graph limits and upgrade your Copilot's retrieval quality using Dataverse as a high-fidelity indexing and caching layer.

Can Dedeoglu
Can DedeogluFeb 28, 2026
Mastering Multi-Agent Orchestration in Copilot Studio: Child Agents & Dynamic Routing
12 min read
Enterprise AI

Mastering Multi-Agent Orchestration in Copilot Studio: Child Agents & Dynamic Routing

Discover how to architect scalable, context-aware Copilots using Child Agents. Learn to manage AI limits and build dynamic routing pipelines using Power Fx.

Can Dedeoglu
Can DedeogluFeb 24, 2026
Using Dataverse as an API Cache in Copilot Studio
15 min read
Enterprise AI

Using Dataverse as an API Cache in Copilot Studio

Handling rows and columns in LLMs is difficult. Learn how to build resilient AI agents by using Dataverse as a cache, optimizing views, and implementing a 'Find vs. Get Details' methodology.

Can Dedeoglu
Can DedeogluFeb 23, 2026
Mastering Evaluations in Microsoft Copilot Studio: A Technical Guide
10 min read
Enterprise AI

Mastering Evaluations in Microsoft Copilot Studio: A Technical Guide

Building an agent is easy; controlling it is the real challenge. Learn how to implement rigorous evaluation frameworks to measure, tune, and secure your Copilot agents.

Can Dedeoglu
Can DedeogluFeb 22, 2026
Beyond Hard-Coding: Mastering AI Orchestration in Copilot Studio
8 min read
Enterprise AI

Beyond Hard-Coding: Mastering AI Orchestration in Copilot Studio

Ditch the IF/THEN logic. Learn how to guide AI agents with precision using Instructions and Descriptions—and avoid the 'developer mindset' traps that break your bots.

Can Dedeoglu
Can DedeogluFeb 20, 2026
Copilot Studio in VS Code: Bridging Cloud Agents with Local Workflows
6 min read
Enterprise AI

Copilot Studio in VS Code: Bridging Cloud Agents with Local Workflows

Unpacking the Microsoft Copilot Studio extension for VS Code: How to move from a web-based UI to a local, version-controlled developer workflow.

Can Dedeoglu
Can DedeogluFeb 17, 2026
Connecting API-Protected MCP Servers to Copilot Studio: Configuration and Multi-Model Testing
12 min read
Tutorials

Connecting API-Protected MCP Servers to Copilot Studio: Configuration and Multi-Model Testing

A complete guide to integrating your API-key-protected Model Context Protocol (MCP) server with Microsoft Copilot Studio. Includes step-by-step configuration and a comparison of how GPT-4.1, GPT-5, and Claude Sonnet handle the same queries.

Can Dedeoglu
Can DedeogluFeb 11, 2026
GitHub Copilot CLI: The Intelligent Agent for Everyone
5 min read
Productivity

GitHub Copilot CLI: The Intelligent Agent for Everyone

The command line isn't just for developers anymore. Discover how GitHub Copilot CLI turns your terminal into an intelligent agent capable of complex reasoning, OCR, and context-aware automation.

Can Dedeoglu
Can DedeogluFeb 3, 2026
The Enterprise MCP Identity Crisis: Solving OAuth2 for AI Tools
10 min read
Enterprise AI

The Enterprise MCP Identity Crisis: Solving OAuth2 for AI Tools

Deploying Model Context Protocol (MCP) in the enterprise hits a wall with standard OAuth2. Learn why Identity is the bottleneck and how an OAuth2 Proxy unlocks Microsoft Copilot, GitHub Copilot, Copilot CLI, Claude Code, and other AI tools.

Can Dedeoglu
Can DedeogluJan 31, 2026
Anatomy of a TypeScript M365 Agent: SDK Deep Dive
8 min read
Enterprise AI

Anatomy of a TypeScript M365 Agent: SDK Deep Dive

A comprehensive deep dive into the M365 Agents SDK for TypeScript, analyzing the structure, core libraries, and capabilities of a code-first agent.

Can Dedeoglu
Can DedeogluJan 18, 2026
Solving MCP Context Bloat with Claude's Tool Search API
6 min read
Tools

Solving MCP Context Bloat with Claude's Tool Search API

Learn how Claude's new Tool Search feature dynamically loads only the tools you need, cutting context usage from 46K tokens to under 500.

Can Dedeoglu
Can DedeogluJan 16, 2026
Microsoft Agent 365: Technical Architecture & Operational Control Plane
8 min read
Enterprise AI

Microsoft Agent 365: Technical Architecture & Operational Control Plane

Explore the industry's first IT control plane for governing autonomous AI agents. Learn how Agent 365 manages identity, security, and lifecycle for the Frontier Firm.

Can Dedeoglu
Can DedeogluJan 16, 2026
Interactive Test: Is Your AI Agent Vulnerable to Poisoning?
5 min read
Security

Interactive Test: Is Your AI Agent Vulnerable to Poisoning?

Indirect Prompt Injection explained with a live test. Discover if your AI agents or custom RAG pipelines are vulnerable to hidden text attacks that bypass security filters.

Can Dedeoglu
Can DedeogluJan 14, 2026
The "Day 2" Problem: Why TypeSpec is the Missing Link in M365 Copilot Development
10 min read
Enterprise AI

The "Day 2" Problem: Why TypeSpec is the Missing Link in M365 Copilot Development

Why code-first API generation fails for enterprise M365 Copilot agents, and how TypeSpec solves the 'Day 2' maintenance nightmare.

Can Dedeoglu
Can DedeogluJan 10, 2026
Microsoft AI SDKs Decoded: From Bot Framework to MAF—A Developer's Survival Guide (2025)
15 min read
Enterprise AI

Microsoft AI SDKs Decoded: From Bot Framework to MAF—A Developer's Survival Guide (2025)

Cut through the confusion of Microsoft's AI SDK landscape. Learn which tools are deprecated, which are recommended, and how to architect your next enterprise AI agent project.

Can Dedeoglu
Can DedeogluDec 28, 2025