Knowledge Base

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

Agentic Loops for IT Leaders: Governance & Cost Control
Editor's Pick22 min read

Agentic Loops for IT Leaders: Governance & Cost Control

A strategic FinOps guide for IT leaders on designing agentic AI loops with cost guardrails, enterprise governance controls, and practical business value.

Can Dedeoglu avatarCan Dedeoglu
Jul 4, 2026
Agentic Loops for IT Leaders: Governance & Cost Control
22 min read
Enterprise AI

Agentic Loops for IT Leaders: Governance & Cost Control

A strategic FinOps guide for IT leaders on designing agentic AI loops with cost guardrails, enterprise governance controls, and practical business value.

Can Dedeoglu
Can DedeogluJul 4, 2026
Escaping Skill Hell: A Governance Playbook for AI Agent Skills
12 min read
Enterprise AI

Escaping Skill Hell: A Governance Playbook for AI Agent Skills

A strategic guide for IT leaders, FinOps practitioners, and tenant administrators on governing AI agent skills without creating context bloat, unpredictable automation, or runaway token costs.

Can Dedeoglu
Can DedeogluJul 4, 2026
Secure Power Automate with Azure Key Vault Secrets
11 min read
Power Platform

Secure Power Automate with Azure Key Vault Secrets

A strategic guide for IT and FinOps leaders on governing Power Automate secrets using Azure Key Vault, Dataverse environment variables, and secure rollouts.

Can Dedeoglu
Can DedeogluJul 4, 2026
DeepSeek DSpark for AI Cost Control: The FinOps Guide
11 min read
Enterprise AI

DeepSeek DSpark for AI Cost Control: The FinOps Guide

A strategic FinOps guide on how DeepSeek DSpark uses speculative decoding to improve AI inference speed, throughput, and governance for better cost control.

Can Dedeoglu
Can DedeogluJul 4, 2026
Governing the Agentic Enterprise: Entra AI Administrator
11 min read
Security

Governing the Agentic Enterprise: Entra AI Administrator

A strategic guide for IT leaders, FinOps practitioners, and tenant administrators on using the Microsoft Entra AI Administrator role to govern Copilot, agents, consent, cost, and business value.

Can Dedeoglu
Can DedeogluJul 4, 2026
Copilot Studio Workflows: Governance & Cost Control
12 min read
Enterprise AI

Copilot Studio Workflows: Governance & Cost Control

A strategic guide for IT leaders and FinOps on using Copilot Studio Workflows to control AI costs, govern deterministic automation, and scale value safely.

Can Dedeoglu
Can DedeogluJul 4, 2026
Standardize AI Context with Open Knowledge Format (OKF)
16 min read
AI Agents

Standardize AI Context with Open Knowledge Format (OKF)

Control AI context sprawl and reduce token waste using Google's Open Knowledge Format (OKF). A guide to governing organizational knowledge for AI agents.

Can Dedeoglu
Can DedeogluJul 4, 2026
Automating Legacy Systems with Copilot Studio Computer Use
11 min read
Copilot Studio

Automating Legacy Systems with Copilot Studio Computer Use

A strategic guide for IT leaders and FinOps on using Copilot Studio Computer Use for legacy automation, governing it safely, and managing costs.

Can Dedeoglu
Can DedeogluJul 1, 2026
Mastering Agentic Architecture in Copilot Studio
11 min read
Copilot Studio

Mastering Agentic Architecture in Copilot Studio

A strategic guide for IT leaders and FinOps on designing Copilot Studio agents balancing business value, cost governance, and Copilot credit consumption.

Can Dedeoglu
Can DedeogluJul 1, 2026
Zero Trust Architecture for AI Agents: Enterprise Governance
12 min read
Security

Zero Trust Architecture for AI Agents: Enterprise Governance

A strategic guide for IT leaders and admins on governing AI agents with Zero Trust, identity controls, data security, observability, and cost-aware rollout.

Can Dedeoglu
Can DedeogluJul 1, 2026
Mastering Extensibility: Agent 365 Tools Registry & BYO MCP
13 min read
AI Agents

Mastering Extensibility: Agent 365 Tools Registry & BYO MCP

A hands-on guide to the Agent 365 Tools Registry and BYO MCP servers. Learn CLI deployment, admin approvals, observability, and critical governance models.

Can Dedeoglu
Can DedeogluJun 30, 2026
Microsoft 365 Copilot Cowork: Billing & Governance
10 min read
AI Architecture

Microsoft 365 Copilot Cowork: Billing & Governance

A practical guide for IT leaders, FinOps teams, and tenant administrators to manage Microsoft 365 Copilot Cowork costs, Copilot Credits, rollout governance, and business value.

Can Dedeoglu
Can DedeogluJun 30, 2026
GPT-5.5 vs Opus Comparison: Prompt Behavior Differences
8 min read
AI Architecture

GPT-5.5 vs Opus Comparison: Prompt Behavior Differences

A head-to-head experiment comparing GPT-5.5 and Opus on the same prompt, revealing behavioral differences in autonomous grounding and strict prompt loyalty.

Can Dedeoglu
Can DedeogluJun 30, 2026
AI Quality Trends: Autonomous QA, Guardrails & FinOps
11 min read
AI & Automation

AI Quality Trends: Autonomous QA, Guardrails & FinOps

A strategic guide for IT leaders, FinOps practitioners, tenant administrators, and quality leaders on autonomous QA, LLM guardrails, governance, and cost-aware testing decisions.

Can Dedeoglu
Can DedeogluJun 30, 2026
Automating Email Triage with Copilot Studio Workflows
16 min read
Copilot Studio

Automating Email Triage with Copilot Studio Workflows

A hands-on, step-by-step guide to automating inbound enterprise email triage with Copilot Studio Workflows — covering shared-mailbox setup, the native AI Classify action, intelligent routing, testing, and production hardening.

Can Dedeoglu
Can DedeogluJun 29, 2026
Copilot Cowork: Architecture, Credits & Cost Management
18 min read
AI Architecture

Copilot Cowork: Architecture, Credits & Cost Management

A hands-on technical guide to Microsoft Copilot Cowork architecture, Copilot Credits, procurement modes, cost forecasting with worked examples, and step-by-step enterprise admin configuration.

Can Dedeoglu
Can DedeogluJun 29, 2026
Mastering Microsoft 365 Copilot Cowork Delegation
15 min read
AI Architecture

Mastering Microsoft 365 Copilot Cowork Delegation

A technical guide for IT pros on shifting from chat to autonomous task delegation with Microsoft 365 Copilot Cowork, covering setup, skills, and cost control.

Can Dedeoglu
Can DedeogluJun 29, 2026
Microsoft Agent 365 & Entra Agent ID: A Technical Deep Dive
15 min read
AI Architecture

Microsoft Agent 365 & Entra Agent ID: A Technical Deep Dive

A hands-on guide to Agent 365 and Entra Agent ID — Microsoft's framework for securing AI agent identities. Manage agent lifecycle, build Conditional Access policies, and enforce least-privilege access.

Can Dedeoglu
Can DedeogluJun 29, 2026
Microsoft Security Adoption Model: A Blueprint for Defense
16 min read
Security

Microsoft Security Adoption Model: A Blueprint for Defense

A practical walkthrough of Microsoft's new Security Adoption Model — Zero Trust foundations, the dual-use AI threat, MDASH agentic defense, and a Plan-Build-Run path you can actually start this week.

Can Dedeoglu
Can DedeogluJun 29, 2026
Google OKF: Semantic Unbaking & Standardized AI Brains
16 min read
AI Architecture

Google OKF: Semantic Unbaking & Standardized AI Brains

Discover how Google's Open Knowledge Format (OKF) transforms AI knowledge management through semantic unbaking, standardizing local agentic workflows over RAG — with a hands-on guide to building your first bundle.

Can Dedeoglu
Can DedeogluJun 29, 2026
The New SDLC: From Vibe Coding to Agentic Engineering
14 min read
AI Architecture

The New SDLC: From Vibe Coding to Agentic Engineering

A hands-on guide to the shift from vibe coding to agentic engineering — the AI coding spectrum, harness architecture, context engineering, developer modes, and token economics, with concrete examples and a starting checklist you can use this week.

Can Dedeoglu
Can DedeogluJun 29, 2026
5 Wrong Reasons to Build an MCP Server (And How to Do It)
16 min read
AI Architecture

5 Wrong Reasons to Build an MCP Server (And How to Do It)

Most teams build an MCP server for the wrong reasons. Discover architectural traps to avoid, when direct function calling wins, and a hands-on .NET build.

Can Dedeoglu
Can DedeogluJun 28, 2026
AI Invoice Processing Pipeline in Power Automate
15 min read
Power Automate

AI Invoice Processing Pipeline in Power Automate

A hands-on guide to building a fully automated, AI-powered invoice processing pipeline with Power Automate, AI Builder, conditional approval routing, and SharePoint — including the gotchas that break real flows.

Can Dedeoglu
Can DedeogluJun 28, 2026
Zero Trust for AI Agents: Security in Microsoft Entra
14 min read
Security

Zero Trust for AI Agents: Security in Microsoft Entra

A deep dive into architecting Zero Trust security for AI agents using Microsoft Entra, Defender, and Purview to mitigate new automation risks.

Can Dedeoglu
Can DedeogluJun 28, 2026
Automating PowerPoint Generation via Code Interpreter
11 min read
AI Architecture

Automating PowerPoint Generation via Code Interpreter

A hands-on guide to generating bespoke PowerPoint decks at scale with Power Automate, Excel, and the AI Builder Code Interpreter — covering prerequisites, the exact prompt, the file in/out wiring, and the placeholder gotchas nobody warns you about.

Can Dedeoglu
Can DedeogluJun 28, 2026
Bypassing RPA: Legacy Automation with Copilot Studio
12 min read
Copilot Studio

Bypassing RPA: Legacy Automation with Copilot Studio

Build generative AI agents that drive legacy web and desktop apps with Copilot Studio's Computer Use tool — no fragile XPaths, no UI selectors. A hands-on architect's guide to setup, security, cost, and unattended automation.

Can Dedeoglu
Can DedeogluJun 28, 2026
Dataverse Skills Plugin: Terminal-Driven Solutions
12 min read
AI Architecture

Dataverse Skills Plugin: Terminal-Driven Solutions

A hands-on guide to the Dataverse Skills Plugin: connect Claude Code or GitHub Copilot CLI to architect and populate Dataverse solutions from the terminal.

Can Dedeoglu
Can DedeogluJun 28, 2026
Mastering the Dataverse Upsert Action in Power Automate
11 min read
Power Automate

Mastering the Dataverse Upsert Action in Power Automate

A hands-on guide to the Dataverse Upsert action in Power Automate. Configure alternate keys, build the flow step by step, and avoid the gotchas that silently create duplicate records during legacy migrations.

Can Dedeoglu
Can DedeogluJun 28, 2026
Architecting Enterprise-Ready AI Agents
12 min read
AI Architecture

Architecting Enterprise-Ready AI Agents

A hands-on guide to architecting secure, scalable AI agents on the Microsoft stack — covering the Governance Hub, Intelligent Data Platform, AI Landing Zones, agent runtimes, and the deployment commands to wire them together.

Can Dedeoglu
Can DedeogluJun 24, 2026
Demystifying Microsoft 365 Copilot Cowork at GA: Architecture, Economics, and Extensibility
18 min read
AI Architecture

Demystifying Microsoft 365 Copilot Cowork at GA: Architecture, Economics, and Extensibility

A deep dive into the Copilot Cowork credit economy, architectural foundations, extensibility through plugins, and enterprise governance as it hits General Availability.

Can Dedeoglu
Can DedeogluJun 24, 2026
Mastering the Copilot SharePoint List Agent
11 min read
AI Architecture

Mastering the Copilot SharePoint List Agent

Master the Microsoft 365 Copilot SharePoint List Agent: learn to build, refine, and deploy populated SharePoint lists using natural language automation.

Can Dedeoglu
Can DedeogluJun 24, 2026
Securing the Agentic Boundary: Prompt Injection
18 min read
Security

Securing the Agentic Boundary: Prompt Injection

A hands-on deep dive into 5.5 prompt injection techniques against a live agent, plus a copy-pasteable, defense-in-depth architecture to secure your enterprise LLM implementations.

Can Dedeoglu
Can DedeogluJun 24, 2026
Agentic Power BI: Claude MCP, Custom Visuals & Copilot CLI
18 min read
Power BI

Agentic Power BI: Claude MCP, Custom Visuals & Copilot CLI

A hands-on guide to AI-driven Power BI: configure the Power BI Modeling MCP server with Claude, build custom Vega-Lite and HTML visuals, and automate entire report designs with the GitHub Copilot CLI and Fabric report skills.

Can Dedeoglu
Can DedeogluJun 23, 2026
Architecting AI Agents with Web IQ: The External Data Gap
10 min read
AI Architecture

Architecting AI Agents with Web IQ: The External Data Gap

A hands-on architect's guide to grounding enterprise AI agents with Microsoft Web IQ — passage-level retrieval, 164 ms p95 latency, ~70% token savings, and the integration paths (REST, MCP, Copilot Studio, Semantic Kernel) you can wire up today.

Can Dedeoglu
Can DedeogluJun 22, 2026
Architecting Headless LLM Calls: Migrating from Prompts to Agents
9 min read
Copilot Studio

Architecting Headless LLM Calls: Migrating from Prompts to Agents

Learn how to migrate from legacy Prompt Nodes to the new unified Agent action in Copilot Studio Workflows, master the three output shapes, and avoid the 'Display' trap — with a full hands-on walkthrough.

Can Dedeoglu
Can DedeogluJun 22, 2026
Automating Application Provisioning with Copilot Studio’s New Agent Builder
14 min read
Copilot Studio

Automating Application Provisioning with Copilot Studio’s New Agent Builder

A hands-on, step-by-step guide to building a Developer Agent in Copilot Studio that provisions SharePoint backends and generates Canvas App YAML UI — from manual artifact generation to zero-touch deployment.

Can Dedeoglu
Can DedeogluJun 15, 2026
Living off the Land in M365: Defending Cloud Admins
18 min read
Cybersecurity

Living off the Land in M365: Defending Cloud Admins

How attackers abuse native Microsoft 365 admin tools — OAuth, Graph, Intune, and Defender — to live off the land. With hands-on attack walk-throughs, hunting queries, and step-by-step hardening.

Can Dedeoglu
Can DedeogluJun 15, 2026
Architecting Automation: Inside Codex Role-Specific Plugins
12 min read
AI Agents

Architecting Automation: Inside Codex Role-Specific Plugins

How Codex's 6 role-specific plugins and 110 skills enable company-wide AI automation with no coding. Architecture, hands-on setup, real workflows, and the limits to watch.

Can Dedeoglu
Can DedeogluJun 14, 2026
Architecting Autonomous Agents in Copilot Studio
18 min read
Enterprise AI

Architecting Autonomous Agents in Copilot Studio

A hands-on technical deep dive into Microsoft Copilot Studio's autonomous architecture: generative orchestration, the code interpreter, MCP servers, Markdown skills, and what to do now that Conversation Topics are no longer the default.

Can Dedeoglu
Can DedeogluJun 14, 2026
Mastering Copilot Studio Workflows: The Loop Component
12 min read
AI & Automation

Mastering Copilot Studio Workflows: The Loop Component

A hands-on guide to the new Copilot Studio workflow canvas. Build deterministic For each and Do until loops, avoid the common gotchas, and ship loops that don't blow your capacity or time limits.

Can Dedeoglu
Can DedeogluJun 14, 2026
SharePoint Advanced Management: Copilot Execution Plan
12 min read
SharePoint

SharePoint Advanced Management: Copilot Execution Plan

A step-by-step PowerShell execution plan for SharePoint Advanced Management (SAM) to secure M365 Copilot by fixing oversharing and permissions.

Can Dedeoglu
Can DedeogluJun 13, 2026
Microsoft Webwright: Browser Agents That Write Code Instead of Clicking
13 min read
AI & Automation

Microsoft Webwright: Browser Agents That Write Code Instead of Clicking

A clear, ground-up explanation of Webwright, Microsoft Research's open-source framework for web agents: what it is, what you need to run it, how it works, and how it performs.

Can Dedeoglu
Can DedeogluJun 13, 2026
Advanced Connector Policies in Copilot Studio
14 min read
Copilot Studio

Advanced Connector Policies in Copilot Studio

A hands-on guide to securing Copilot Studio agent workflows with Advanced Connector Policies. Includes a step-by-step admin walkthrough, a phased rollout playbook, Zero Trust governance, and action-level controls.

Can Dedeoglu
Can DedeogluJun 12, 2026
Architecting Cost-Effective Agentic Workflows with Three-Tier Routing
12 min read
AI Architecture

Architecting Cost-Effective Agentic Workflows with Three-Tier Routing

Solve the token economics crisis of AI agentic workflows with a three-tier routing architecture. Includes a complexity-scoring rubric, a working classifier, model and quantization picks, and a step-by-step rollout plan.

Can Dedeoglu
Can DedeogluJun 11, 2026
Mastering Copilot Studio's New Workflow Variables
9 min read
Copilot Studio

Mastering Copilot Studio's New Workflow Variables

A hands-on guide to Copilot Studio's modern Workflow interface. Learn how the new Variable Container declutters your canvas, then build your first one step by step.

Can Dedeoglu
Can DedeogluJun 11, 2026
Architecting Microsoft 365 Backup: A Deep Dive Guide
14 min read
Microsoft 365

Architecting Microsoft 365 Backup: A Deep Dive Guide

A hands-on architectural guide to Microsoft 365 Backup: 10-minute RPOs, $0.15/GB billing, working PowerShell automation, and a safe restore playbook.

Can Dedeoglu
Can DedeogluJun 10, 2026
The PAC CLI Bible: Power Platform Command Reference
15 min read
Power Platform

The PAC CLI Bible: Power Platform Command Reference

A complete, parameter-level reference for the Microsoft Power Platform CLI (pac). Covers Dataverse, admin, Copilot Studio, and ALM with real-world examples.

Can Dedeoglu
Can DedeogluJun 10, 2026
How to Secure M365 Copilot via SharePoint Advanced Management (SAM)
22 min read
Enterprise AI

How to Secure M365 Copilot via SharePoint Advanced Management (SAM)

Discover the definitive guide to architecting M365 Copilot readiness using SharePoint Advanced Management (SAM) to secure enterprise data.

Can Dedeoglu
Can DedeogluJun 9, 2026
Mastering Copilot Studio's Human Review Node Automations
12 min read
Enterprise AI

Mastering Copilot Studio's Human Review Node Automations

A hands-on guide to architecting, configuring, and troubleshooting the Request for information (Human Review) action in Microsoft Copilot Studio workflows — with a full expense-approval build.

Can Dedeoglu
Can DedeogluJun 9, 2026
Testing and Debugging Declarative Agents in M365 Copilot
12 min read
Enterprise AI

Testing and Debugging Declarative Agents in M365 Copilot

A hands-on guide to the inner dev loop for Copilot declarative agents: stand up a dev tenant, read the Developer Mode debug card, bust stale caches, manage the atk lifecycle, and fix API plugins and MCP servers that won't trigger.

Can Dedeoglu
Can DedeogluJun 8, 2026
Publishing M365 Copilot Agents to the Org Store
13 min read
Enterprise AI

Publishing M365 Copilot Agents to the Org Store

A hands-on technical guide to building, sharing, securing, publishing, and updating custom Microsoft 365 Copilot agents — from a local Agent Builder draft to the enterprise 'Built by your org' catalog.

Can Dedeoglu
Can DedeogluJun 8, 2026
Copilot SDK 1.0 GA: Rust Runtime & Canvas-Driven AI
12 min read
AI & Automation

Copilot SDK 1.0 GA: Rust Runtime & Canvas-Driven AI

A hands-on guide to the Copilot SDK 1.0 GA release: install it, ship your first agent, wire up custom tools, sandbox execution with Microsoft MXC, and orchestrate multi-agent, canvas-driven workflows across six languages.

Can Dedeoglu
Can DedeogluJun 8, 2026
Automate SharePoint to Teams with Azure Logic Apps
19 min read
Azure Logic Apps

Automate SharePoint to Teams with Azure Logic Apps

Learn to build a serverless SharePoint to Teams notification pipeline using Azure Logic Apps. Features automated deployment via Bicep and GitHub Copilot.

Can Dedeoglu
Can DedeogluJun 7, 2026
Intelligent Automation: Bringing the Agent Loop to Azure Logic Apps
10 min read
Enterprise AI

Intelligent Automation: Bringing the Agent Loop to Azure Logic Apps

A hands-on guide to the Agent Loop in Azure Logic Apps. Build agents that bridge deterministic workflows with LLM reasoning, tools, human-in-the-loop, and multi-agent handoffs.

Can Dedeoglu
Can DedeogluJun 7, 2026
Mastering Agentic Automation: Calling Copilot Studio Agents Inside the New Workflow Designer
5 min read
Enterprise AI

Mastering Agentic Automation: Calling Copilot Studio Agents Inside the New Workflow Designer

Mastering Microsoft Copilot Studio's new Workflow Designer. Learn to leverage agentic automation and offload complex tasks to Copilot Studio agents.

Can Dedeoglu
Can DedeogluJun 7, 2026
Architecting Enterprise AI: Mastering the Four IQs
6 min read
AI & Automation

Architecting Enterprise AI: Mastering the Four IQs

Discover how to prevent context rot in enterprise AI using the Four IQs—Web, Work, Fabric, and Foundry. Learn key security and system instruction tips.

Can Dedeoglu
Can DedeogluJun 6, 2026
Mastering AI Agent Skills in the SDLC
7 min read
AI & Automation

Mastering AI Agent Skills in the SDLC

Move beyond vibe coding with Agentic Engineering. Learn how to structure AI Agent Skills across the SDLC to build scalable, predictable enterprise applications.

Can Dedeoglu
Can DedeogluJun 6, 2026
Mastering Agent Skills: The Open Standard for Portable AI Workflows
6 min read
AI Architecture

Mastering Agent Skills: The Open Standard for Portable AI Workflows

Discover how Agent Skills and the agentskills.io standard use progressive disclosure to provide portable, cross-platform expertise for AI workflows.

Can Dedeoglu
Can DedeogluJun 6, 2026
Definitive Engineering Guide to the Microsoft 365 UI Kit
7 min read
Teams Dev

Definitive Engineering Guide to the Microsoft 365 UI Kit

A definitive technical guide to the Microsoft 365 UI Kit, exploring Figma workspace mechanics, Personal App architecture, and Conversational Bot design.

Can Dedeoglu
Can DedeogluJun 6, 2026
Unlocking the Terminal: GitHub Copilot CLI Deep Dive
8 min read
GitHub

Unlocking the Terminal: GitHub Copilot CLI Deep Dive

Explore the capabilities and workflows of the GitHub Copilot CLI. Learn how to transform your terminal into a highly parallel, multi-model AI powerhouse.

Can Dedeoglu
Can DedeogluJun 6, 2026
Mastering Microsoft Copilot Brand Kits in PowerPoint
14 min read
M365 Copilot

Mastering Microsoft Copilot Brand Kits in PowerPoint

A complete guide to Microsoft 365 Copilot Brand Kits: how to create, publish, and use them to generate on-brand PowerPoint decks with the PowerPoint agent.

Can Dedeoglu
Can DedeogluJun 5, 2026
Gemma 4 12B: Google's Encoder-Free AI Explained
7 min read
AI Architecture

Gemma 4 12B: Google's Encoder-Free AI Explained

Discover how Google's new Gemma 4 12B model achieves native multimodal processing by removing traditional vision and audio encoders for faster inference.

Can Dedeoglu
Can DedeogluJun 5, 2026
Engineering High-Agency Agent Ecosystems on Windows
8 min read
AI Engineering

Engineering High-Agency Agent Ecosystems on Windows

Master high-agency AI engineering on Windows. Discover WSLC containment, Git Worktrees, and dynamic policy engines to build secure, scalable agent workflows.

Can Dedeoglu
Can DedeogluJun 5, 2026
M365 Workforce Insights: Architecting Team Planning
7 min read
M365 Copilot

M365 Workforce Insights: Architecting Team Planning

Discover how the Microsoft 365 Copilot Workforce Insights Agent transforms static Active Directory data into dynamic, actionable org intelligence for teams.

Can Dedeoglu
Can DedeogluJun 5, 2026
The Ultimate Guide to Microsoft AI Skills Fest 2026: Claim Your Free Certification
6 min read
News

The Ultimate Guide to Microsoft AI Skills Fest 2026: Claim Your Free Certification

Everything you need to know about the free Microsoft AI Skills Fest 2026, including how to claim your 100% free certification voucher and enter the $25,000 sweepstakes.

Can Dedeoglu
Can DedeogluJun 5, 2026
Microsoft Scout: A Deep Dive into Agentic Engineering
8 min read
AI & Automation

Microsoft Scout: A Deep Dive into Agentic Engineering

Discover Microsoft Scout, the first Autopilot blending cloud AI with local autonomous action. Learn about its capabilities, setup, and enterprise constraints.

Can Dedeoglu
Can DedeogluJun 5, 2026
Mastering SharePoint List Forms: Streamlining Data
6 min read
SharePoint

Mastering SharePoint List Forms: Streamlining Data

Discover how SharePoint List Forms eliminate Power Automate overhead for internal data collection. Learn to customize UIs, manage fields, and build lists.

Can Dedeoglu
Can DedeogluJun 5, 2026
7 New Microsoft AI Models Introduced in Build 2026
8 min read
AI Engineering

7 New Microsoft AI Models Introduced in Build 2026

Explore Microsoft's Humanist Superintelligence strategy, featuring the new MAI model family, Maia 200 silicon co-design, and sovereign enterprise moats.

Can Dedeoglu
Can DedeogluJun 4, 2026
Microsoft Build 2026: Quick Summary & Technical Deep Dive
7 min read
AI Engineering

Microsoft Build 2026: Quick Summary & Technical Deep Dive

A quick, comprehensive technical summary of Microsoft Build 2026 announcements, including RTX Spark Devbox, Windows ML, Horizon DB, and Agent Frameworks.

Can Dedeoglu
Can DedeogluJun 3, 2026
Building Stateful AI Agents with Microsoft Agent Framework
6 min read
Agent Framework

Building Stateful AI Agents with Microsoft Agent Framework

Learn how to overcome stateless AI limits by building stateful memory using Microsoft Agent Framework, AutoGen, Semantic Kernel, and SQL Server via Docker.

Can Dedeoglu
Can DedeogluJun 2, 2026
Navigating the New Microsoft 365 Copilot Experience
6 min read
M365 Copilot

Navigating the New Microsoft 365 Copilot Experience

Explore the latest UI and functional upgrades to Microsoft 365 Copilot, from the return of the Waffle menu to inline agents and floating Office icons.

Can Dedeoglu
Can DedeogluJun 2, 2026
Action-Oriented Declarative Agents: API vs MCP Plugins
6 min read
M365 Copilot

Action-Oriented Declarative Agents: API vs MCP Plugins

Move beyond read-only agents. Learn to build action-oriented declarative agents using API Plugins and the Model Context Protocol (MCP) in M365 Copilot.

Can Dedeoglu
Can DedeogluJun 1, 2026
Wasm Components & MCP: Pluggable AI Architectures
8 min read
AI Architecture

Wasm Components & MCP: Pluggable AI Architectures

Discover how WebAssembly Components, MCP, and ACP are transforming AI agent architectures into secure, pluggable ecosystems beyond raw bytecode instructions.

Can Dedeoglu
Can DedeogluJun 1, 2026
Advanced LLM Compression: A Deep Dive into REAP
7 min read
AI Engineering

Advanced LLM Compression: A Deep Dive into REAP

Explore Router-Weighted Activation Pruning (REAP) for MoE models. Learn how to compress massive LLMs by 87.5% and run them locally using targeted pruning.

Can Dedeoglu
Can DedeogluMay 31, 2026
Intelligent AI Agents with Dataverse Fuzzy Search
11 min read
Copilot Studio

Intelligent AI Agents with Dataverse Fuzzy Search

Learn how to build resilient AI agents using Dataverse fuzzy search, unbound actions, and dynamic orchestration chaining in Microsoft Copilot Studio.

Can Dedeoglu
Can DedeogluMay 31, 2026
Building Tab-Driven Apps in Power Apps
8 min read
Power Apps

Building Tab-Driven Apps in Power Apps

Learn how to build responsive, single-screen tabbed architectures in Power Apps using modern controls, parent containers, and reactive state variables.

Can Dedeoglu
Can DedeogluMay 31, 2026
Architecting Massive Multi-Agent Loops
8 min read
AI Agents

Architecting Massive Multi-Agent Loops

Architect massive multi-agent loops in AI. Discover orchestration primitives, adversarial verification, token economics, and when to deploy parallel swarms.

Can Dedeoglu
Can DedeogluMay 31, 2026
Mastering the Teams Developer Portal Architecture
7 min read
Teams Dev

Mastering the Teams Developer Portal Architecture

A deep-dive architectural guide to the Microsoft Teams Developer Portal. Learn app management, bot configuration, adaptive cards, and agent identity blueprints.

Can Dedeoglu
Can DedeogluMay 31, 2026
Orchestrating M365 Copilot: Skills & Agentic Workflows
6 min read
M365 Copilot

Orchestrating M365 Copilot: Skills & Agentic Workflows

Master M365 Copilot agentic workflows by engineering Custom Skills and Plugins. Learn to automate tasks, connect MCP servers, and navigate Frontier UI updates.

Can Dedeoglu
Can DedeogluMay 31, 2026
The False Economy of Budget LLMs: GPT 5.5 vs Mini
7 min read
AI Engineering

The False Economy of Budget LLMs: GPT 5.5 vs Mini

Explore the true cost of budget LLMs. We benchmark GPT 5.5 Medium against Low, Mini, and Codex to reveal hidden costs, N+1 query bugs, and framework decay.

Can Dedeoglu
Can DedeogluMay 31, 2026
Architecting AI Agents Users Actually Adopt
7 min read
AI Engineering

Architecting AI Agents Users Actually Adopt

Learn to architect AI agents users actually adopt. Discover strategies from Signetic and Aphne for building autonomous, MCP-backed workflows in Dataverse.

Can Dedeoglu
Can DedeogluMay 30, 2026
Overcoming the Power Apps UI Bottleneck: 3 Hacks for Enterprise-Grade Development
7 min read
Power Platform

Overcoming the Power Apps UI Bottleneck: 3 Hacks for Enterprise-Grade Development

Discover 3 enterprise-grade hacks to overcome Power Apps UI bottlenecks, including AI bulk YAML editing, relational flex-containers, and declarative asset management.

Can Dedeoglu
Can DedeogluMay 30, 2026
The Era of 1-Bit LLMs: Running Massive AI Locally with Prism ML's Bonsai
6 min read
AI & Machine Learning

The Era of 1-Bit LLMs: Running Massive AI Locally with Prism ML's Bonsai

Discover how 1-Bit LLMs like Prism ML's Bonsai are revolutionizing local AI, enabling 8B parameter models to run natively on consumer hardware and smartphones.

Can Dedeoglu
Can DedeogluMay 30, 2026
5 UI Mistakes That Ruin Power Apps (And How to Fix Them)
6 min read
Power Platform

5 UI Mistakes That Ruin Power Apps (And How to Fix Them)

Discover the top 5 UI mistakes that make Power Apps look amateur, from colors to typography, and learn simple, actionable fixes to build professional apps.

Can Dedeoglu
Can DedeogluMay 29, 2026
How to Audit M365 Copilot in Microsoft Purview
5 min read
Security

How to Audit M365 Copilot in Microsoft Purview

Discover how IT admins audit Microsoft 365 Copilot interactions using Microsoft Purview, eDiscovery, and Insider Risk Management to ensure data security.

Can Dedeoglu
Can DedeogluMay 29, 2026
Architecting Agentic Workflows: A Deep Dive into the Redesigned Copilot Studio Designer
8 min read
AI Orchestration

Architecting Agentic Workflows: A Deep Dive into the Redesigned Copilot Studio Designer

A comprehensive guide and technical teardown on leveraging the new Copilot Studio Designer to orchestrate AI-native enterprise workflows and build an intelligent triage system.

Can Dedeoglu
Can DedeogluMay 29, 2026
Mastering GitHub Copilot: Agent Quality & Token Optimization
7 min read
AI Engineering

Mastering GitHub Copilot: Agent Quality & Token Optimization

Discover how to optimize GitHub Copilot workflows for quality and efficiency. Learn to manage context windows, prevent errors, and boost agent performance.

Can Dedeoglu
Can DedeogluMay 29, 2026
Local LLM Fine-Tuning Guide: Mastering Unsloth Studio
8 min read
AI & Machine Learning

Local LLM Fine-Tuning Guide: Mastering Unsloth Studio

Learn how to master local LLM fine-tuning using Unsloth Studio. Discover quantization, knowledge distillation, and hardware optimization in this technical guide.

Can Dedeoglu
Can DedeogluMay 29, 2026
Architecting Business Logic with SharePoint AI Skills: A Technical Deep Dive
7 min read
AI & Machine Learning

Architecting Business Logic with SharePoint AI Skills: A Technical Deep Dive

A technical deep dive into how SharePoint AI Skills work, how they are structured, and how you can deploy them to automate complex business processes.

Can Dedeoglu
Can DedeogluMay 28, 2026
Architecting Deep Research: Inside Microsoft Copilot Researcher’s Multi-Model Evolution
5 min read
AI & Machine Learning

Architecting Deep Research: Inside Microsoft Copilot Researcher’s Multi-Model Evolution

A technical breakdown of how Microsoft Copilot Researcher Agent uses multi-model frameworks like Critique and Council to synthesize enterprise data and web sources.

Can Dedeoglu
Can DedeogluMay 28, 2026
Beyond Text: Architecting Interactive Copilot Widgets with MCP & Dataverse
6 min read
Agent Framework

Beyond Text: Architecting Interactive Copilot Widgets with MCP & Dataverse

A comprehensive guide to building custom, data-driven visual widgets in Microsoft 365 Copilot using Model Context Protocol (MCP) apps, Power Platform, and GitHub Copilot CLI.

Can Dedeoglu
Can DedeogluMay 28, 2026
Mastering Copilot Studio: 2026 Release Wave 1, Agentic Workflows, and Enterprise Governance
9 min read
Copilot Studio

Mastering Copilot Studio: 2026 Release Wave 1, Agentic Workflows, and Enterprise Governance

A deep dive into the Copilot Studio 2026 Release Wave 1 features, covering the new Workflow Designer, advanced analytics, Computer Use, and essential enterprise governance configurations.

Can Dedeoglu
Can DedeogluMay 28, 2026
The Mental Model for Transformers.js: Bringing Local AI to JavaScript
7 min read
AI & Machine Learning

The Mental Model for Transformers.js: Bringing Local AI to JavaScript

A deep dive into how Transformers.js abstracts ONNX runtimes, handles tensor processing, and enables local inference directly in the browser and server.

Can Dedeoglu
Can DedeogluMay 28, 2026
Mastering Copilot Studio Component Collections: Scalability, Testing, and Architecture
5 min read
Agent Framework

Mastering Copilot Studio Component Collections: Scalability, Testing, and Architecture

A technical deep dive into Copilot Studio Component Collections, their architecture, context-aware testing, and building independent starter kits.

Can Dedeoglu
Can DedeogluMay 27, 2026
Architecting Custom UIs for Dataverse with Copilot, MCP Apps, and Declarative Agents
6 min read
Agent Framework

Architecting Custom UIs for Dataverse with Copilot, MCP Apps, and Declarative Agents

Learn how to dynamically generate interactive, custom user interfaces—like functional maps—directly from your Dataverse records using MCP apps and Copilot.

Can Dedeoglu
Can DedeogluMay 27, 2026
M365 Declarative Agents & MCP Servers: Building Bi-Directional UI Widgets for Copilot
6 min read
Agent Framework

M365 Declarative Agents & MCP Servers: Building Bi-Directional UI Widgets for Copilot

A deep dive into architecting M365 Declarative Agents with the Model Context Protocol (MCP) and building bi-directional React UI widgets for Copilot.

Can Dedeoglu
Can DedeogluMay 26, 2026
Mastering AI Context Windows: Designing a Handoff Skill for Multi-Agent Workflows
7 min read
Agent Framework

Mastering AI Context Windows: Designing a Handoff Skill for Multi-Agent Workflows

Learn how to manage LLM context windows using the Handoff pattern to prevent context bloat and build DIY sub-agents for complex engineering tasks.

Can Dedeoglu
Can DedeogluMay 25, 2026
Build Composable, Model-Agnostic AI Agents with the Microsoft Agent Framework
8 min read
Agent Framework

Build Composable, Model-Agnostic AI Agents with the Microsoft Agent Framework

A comprehensive guide to the Microsoft Agent Framework (MFA), the model-agnostic successor to Semantic Kernel and AutoGen, covering streaming, RAG, and OpenTelemetry.

Can Dedeoglu
Can DedeogluMay 25, 2026
The Tool Abstraction Problem: Why Your APIs Make Terrible LLM Tools
8 min read
Agent Framework

The Tool Abstraction Problem: Why Your APIs Make Terrible LLM Tools

Why the abstractions for an API and an LLM tool are fundamentally different, and how to design for the Machine Experience (MX).

Can Dedeoglu
Can DedeogluMay 25, 2026
Next-Gen Low-Code: Building Canvas Apps with AI and the Canvas Authoring MCP Server
7 min read
Power Platform

Next-Gen Low-Code: Building Canvas Apps with AI and the Canvas Authoring MCP Server

A technical guide on how to implement AI-driven canvas app generation using the Canvas Authoring MCP Server, Claude Code, and Power Apps Studio.

Can Dedeoglu
Can DedeogluMay 24, 2026
Governing the AI Landscape: A Deep Dive into Microsoft Agent 365
6 min read
Enterprise AI

Governing the AI Landscape: A Deep Dive into Microsoft Agent 365

Explore Microsoft Agent 365, the newly GA governance platform for enterprise AI. Learn how to manage the AI lifecycle, shadow AI, and third-party agents.

Can Dedeoglu
Can DedeogluMay 24, 2026
Hermes: The Technical Guide to the Agent That Grows With You
8 min read
Agent Framework

Hermes: The Technical Guide to the Agent That Grows With You

A deep dive into Hermes by Nous Research, covering its architecture, constrained memory management, self-improvement loop, and complete deployment guide.

Can Dedeoglu
Can DedeogluMay 24, 2026
Deep Dive: Inside the New GitHub Desktop App for Agentic Development
6 min read
GitHub

Deep Dive: Inside the New GitHub Desktop App for Agentic Development

A detailed technical breakdown of the architecture, features, and workflows introduced in the new GitHub App for agentic development technical preview.

Can Dedeoglu
Can DedeogluMay 21, 2026
What is Microsoft 365 E7? An Introduction to the Frontier Suite
7 min read
Enterprise AI

What is Microsoft 365 E7? An Introduction to the Frontier Suite

Discover what the new Microsoft 365 E7 Frontier Suite is all about. Learn how it introduces agentic workflows, Agent 365, and the Entra Suite to your enterprise.

Can Dedeoglu
Can DedeogluMay 21, 2026
Mastering Multi-Agent Orchestration in Microsoft Copilot Studio: From Architecture to Advanced Customization
12 min read
Copilot Studio

Mastering Multi-Agent Orchestration in Microsoft Copilot Studio: From Architecture to Advanced Customization

A comprehensive technical guide to designing autonomous Agentic Ecosystems using Microsoft Copilot Studio. Learn about generative orchestration, child vs. connected agents, architectural topologies, and advanced routing customizations.

Can Dedeoglu
Can DedeogluMay 18, 2026
Enterprise-Grade AI Governance: Securing Copilot and Custom Agents Across the Microsoft Ecosystem
18 min read
Security

Enterprise-Grade AI Governance: Securing Copilot and Custom Agents Across the Microsoft Ecosystem

A verified, operational governance framework for AI agents across five control planes — Entra ID, Microsoft Purview, Defender for Cloud Apps, SharePoint Advanced Management, and MCP AI Gateway — covering Conditional Access, DLP, runtime threat detection, content governance, and compliance mapping for GDPR, HIPAA, and SOC 2. Every control is backed by official Microsoft documentation.

Can Dedeoglu
Can DedeogluMay 17, 2026
Local Code Interpreter in .NET: Mastering CodeAct and Hyperlight in the Microsoft Agent Framework
8 min read
Agent Framework

Local Code Interpreter in .NET: Mastering CodeAct and Hyperlight in the Microsoft Agent Framework

Discover how to shift your AI orchestration away from multi-turn chat loops into safe, local, high-performance code execution using C#, .NET, and Hyperlight sandboxing.

Can Dedeoglu
Can DedeogluMay 16, 2026
Technical Deep Dive: Unlocking the Next Generation of Microsoft 365 Copilot Architecture and Features
8 min read
M365 Copilot

Technical Deep Dive: Unlocking the Next Generation of Microsoft 365 Copilot Architecture and Features

A technical brief deconstructing the latest suite of upgrades rolled out across the M365 Copilot ecosystem, including GPT 5.5 models, Agent Builder, and Copilot Notebooks.

Can Dedeoglu
Can DedeogluMay 16, 2026
Unlocking Automation in M365 Copilot Cowork: A Deep Dive into Skills and Plugins
7 min read
M365 Copilot

Unlocking Automation in M365 Copilot Cowork: A Deep Dive into Skills and Plugins

A definitive technical guide to building, branding, and deploying custom Skills and enterprise-grade Plugins within the new Microsoft 365 Copilot Cowork interface.

Can Dedeoglu
Can DedeogluMay 16, 2026
Building Enterprise-Grade Autonomous Systems with the Microsoft Agent Framework
8 min read
Agentic AI

Building Enterprise-Grade Autonomous Systems with the Microsoft Agent Framework

A deep dive into bridging the gap from simple LLM prototypes to robust, enterprise-grade agentic applications utilizing the Microsoft Agent Framework.

Can Dedeoglu
Can DedeogluMay 14, 2026
Mastering the Enterprise Control Plane: A Deep Dive into Microsoft Agent 365
7 min read
Agent 365

Mastering the Enterprise Control Plane: A Deep Dive into Microsoft Agent 365

Discover how to observe, secure, and govern your AI agents with Microsoft Agent 365. Learn about the nine agent types, the three pillars of governance, and how to utilize the Agent 365 SDK for premium security and observability.

Can Dedeoglu
Can DedeogluMay 14, 2026
Upgrading Your Agent: How to Move from Microsoft 365 Copilot to Copilot Studio
5 min read
Copilot Studio

Upgrading Your Agent: How to Move from Microsoft 365 Copilot to Copilot Studio

A comprehensive technical guide on successfully migrating your declarative M365 Copilot agent into Copilot Studio for advanced capabilities and custom actions.

Can Dedeoglu
Can DedeogluMay 14, 2026
The Evolution of Automation: Mastering the New Copilot Studio Workflow Designer (May 2026 Preview)
6 min read
Copilot Studio

The Evolution of Automation: Mastering the New Copilot Studio Workflow Designer (May 2026 Preview)

Explore the new Copilot Studio Workflows designer, moving from rigid automation to dynamic, agentic workflows. Learn about architectural changes, AI-native nodes, and real-world implementations.

Can Dedeoglu
Can DedeogluMay 12, 2026
Beyond the Chatbot: Engineering Autonomous 'Missions' with Multi-Agent Ecosystems
7 min read
AI & Machine Learning

Beyond the Chatbot: Engineering Autonomous 'Missions' with Multi-Agent Ecosystems

Discover how to scale engineering from single agents to structured, multi-agent missions. Learn the 5 design patterns, the 3-role architecture, and the secret sauce of serial execution.

Can Dedeoglu
Can DedeogluMay 11, 2026
Mastering AI Builder: A Deep Dive into Automated Receipt Processing
6 min read
Power Platform

Mastering AI Builder: A Deep Dive into Automated Receipt Processing

Explore the technical nuances of implementing AI Builder's Receipt Processing model, comparing integration methods, handling underlying JSON data, and building enterprise-grade reimbursement workflows.

Can Dedeoglu
Can DedeogluMay 11, 2026
Building On-Device Browser Agents: Fine-Tuning Small LLMs with gRPO and BrowserGym
8 min read
AI & Machine Learning

Building On-Device Browser Agents: Fine-Tuning Small LLMs with gRPO and BrowserGym

A comprehensive guide on fine-tuning Liquid AI's LFM-2 350M model using gRPO and Reinforcement Learning for secure, on-device browser automation.

Can Dedeoglu
Can DedeogluMay 10, 2026
Mastering Copilot Studio: Workflow Designers, Licensing Hacks, and Agent 365 Governance
8 min read
Enterprise AI

Mastering Copilot Studio: Workflow Designers, Licensing Hacks, and Agent 365 Governance

A definitive technical guide to the latest features, licensing strategies, and governance tools in Copilot Studio. From bleeding-edge visual workflow designers to Agent 365.

Can Dedeoglu
Can DedeogluMay 10, 2026
Microsoft Agent Framework in May 2026: The Comprehensive Migration Guide
7 min read
Enterprise AI

Microsoft Agent Framework in May 2026: The Comprehensive Migration Guide

A comprehensive guide on migrating your .NET applications to the Microsoft Agent Framework (MAF) 1.0, including package consolidation, AI Foundry integration, and enterprise-grade observability patterns.

Can Dedeoglu
Can DedeogluMay 7, 2026
Generating Dynamic Image Documents in Power Automate (Without Premium Connectors)
8 min read
Power Automate

Generating Dynamic Image Documents in Power Automate (Without Premium Connectors)

Learn a highly effective workaround to bypass Premium Power Automate connectors when generating Word documents with a dynamic number of images using HTML to .doc conversion.

Can Dedeoglu
Can DedeogluMay 5, 2026
The Subtraction Principle: Why Harness Engineering Matters More Than Your LLM
7 min read
AI Engineering

The Subtraction Principle: Why Harness Engineering Matters More Than Your LLM

The orchestration code wrapping your LLM now drives more performance variation than the model itself. Welcome to the discipline of Harness Engineering.

Can Dedeoglu
Can DedeogluMay 5, 2026
Context is the New Code: Architecting the Context Development Life Cycle (CDLC)
8 min read
Enterprise AI

Context is the New Code: Architecting the Context Development Life Cycle (CDLC)

The era of manual syntax authoring is closing. Discover how 'vibe coding' is shifting software engineering toward context engineering, and learn the four phases of the CDLC: Generate, Test, Distribute, and Observe.

Can Dedeoglu
Can DedeogluMay 4, 2026
Automating Content Governance: A Deep Dive into SharePoint Premium’s Classify & Extract
7 min read
Enterprise AI

Automating Content Governance: A Deep Dive into SharePoint Premium’s Classify & Extract

Discover how to conquer complex information architecture and automate metadata extraction with SharePoint Premium's powerful AI models.

Can Dedeoglu
Can DedeogluMay 4, 2026
Level Up Your Brain: Agentic "Vibe Coding" in Copilot Studio via CLI
7 min read
Copilot Studio

Level Up Your Brain: Agentic "Vibe Coding" in Copilot Studio via CLI

Discover how to build, manage, test, and troubleshoot Microsoft Copilot Studio agents entirely through natural language using your favorite CLIs.

Can Dedeoglu
Can DedeogluMay 4, 2026
Architecting Scalable AI: How Dataverse Business Skills Teach Agents Your Organization's Logic
6 min read
Enterprise AI

Architecting Scalable AI: How Dataverse Business Skills Teach Agents Your Organization's Logic

Learn how to eliminate version drift and build a single source of truth for your AI fleet using Dataverse Business Skills and Model Context Protocol (MCP) servers.

Can Dedeoglu
Can DedeogluMay 3, 2026
The Ultimate Guide to Embedding Images in Word Documents via Power Automate
8 min read
Power Platform

The Ultimate Guide to Embedding Images in Word Documents via Power Automate

A bulletproof, highly efficient solution for embedding dynamic arrays of images into Word templates using Power Automate, complete with advanced array techniques and robust error handling.

Can Dedeoglu
Can DedeogluMay 3, 2026
Architecting Intelligent Libraries: A Deep Dive into SharePoint & OneDrive AI Actions
7 min read
Enterprise AI

Architecting Intelligent Libraries: A Deep Dive into SharePoint & OneDrive AI Actions

Discover how AI Actions in SharePoint and OneDrive transform standard document libraries into active, agentic workspaces capable of on-the-fly extraction, comparison, and summarization.

Can Dedeoglu
Can DedeogluMay 2, 2026
Architecting Hyperscale: How Dataverse Powers the Next Generation of Enterprise AI Agents
8 min read
Enterprise AI

Architecting Hyperscale: How Dataverse Powers the Next Generation of Enterprise AI Agents

Explore how Microsoft Dataverse and Entra ID provide the foundational architecture, hyperscale data management, MCP integration, and zero-compromise security required for modern enterprise AI agents.

Can Dedeoglu
Can DedeogluMay 1, 2026
Orchestrating Human-in-the-Loop Guardrails: Implementing Multi-Stage Approvals in Agentic Workflows
7 min read
Enterprise AI

Orchestrating Human-in-the-Loop Guardrails: Implementing Multi-Stage Approvals in Agentic Workflows

Learn how to implement Multi-Stage Approval processes within your agentic workflows to balance autonomy with essential human oversight.

Can Dedeoglu
Can DedeogluMay 1, 2026
Mastering Enhanced Task Completion in Copilot Studio: A Guide to Agentic Reasoning Loops
8 min read
Enterprise AI

Mastering Enhanced Task Completion in Copilot Studio: A Guide to Agentic Reasoning Loops

An in-depth guide to Microsoft's new experimental Enhanced Task Completion feature in Copilot Studio, covering how to enable it, what it does, and how it uses Agentic Reasoning Loops (ReAct) to build autonomous, resilient AI agents.

Can Dedeoglu
Can DedeogluApr 28, 2026
Use Work IQ MCP servers in 3rd party agents outside Copilot Studio and Microsoft Foundry
10 min read
Enterprise AI

Use Work IQ MCP servers in 3rd party agents outside Copilot Studio and Microsoft Foundry

Learn how to integrate Microsoft 365 data into custom AI agents using Work IQ MCP servers. A complete guide covering Entra ID registration, delegated permissions, MSAL authentication, and JSON-RPC integration.

Can Dedeoglu
Can DedeogluApr 27, 2026
Building the AI-Native Enterprise: Scaling Apps and Agents with Microsoft Dataverse
8 min read
Enterprise AI

Building the AI-Native Enterprise: Scaling Apps and Agents with Microsoft Dataverse

Discover how Microsoft Dataverse acts as the hyperscale engine powering the next generation of AI business solutions, featuring Fabric zero-copy analytics, Model Context Protocol (MCP), and Agent 365.

Can Dedeoglu
Can DedeogluApr 22, 2026
Mastering System.Activity in Microsoft Copilot Studio: Telemetry, File Uploads, and Context
12 min read
Copilot Studio

Mastering System.Activity in Microsoft Copilot Studio: Telemetry, File Uploads, and Context

Unlock the full power of System.Activity in Microsoft Copilot Studio. This advanced guide covers event-driven telemetry in Microsoft Teams, file attachment parsing with Power Fx, channel-specific routing, and metadata extraction patterns for enterprise agents.

Can Dedeoglu
Can DedeogluApr 21, 2026
Mastering the Filter Array Action in Power Automate: From Basics to Multi-Column Queries
7 min read
Power Platform

Mastering the Filter Array Action in Power Automate: From Basics to Multi-Column Queries

A comprehensive technical guide to mastering the Filter Array action in Power Automate, from basic single-column queries to advanced, multi-column condition filtering with custom expressions.

Can Dedeoglu
Can DedeogluApr 19, 2026
Microsoft Business Applications Update | Power Platform and Copilot Studio | Spring 2026
8 min read
Power Platform

Microsoft Business Applications Update | Power Platform and Copilot Studio | Spring 2026

A deep dive into the Microsoft Business Applications update for Spring 2026, exploring the shift to agentic engineering, environment-level AI, self-healing RPA, and Work IQ.

Can Dedeoglu
Can DedeogluApr 18, 2026
Microsoft Copilot Studio | 2026 Release Wave 1
7 min read
Copilot Studio

Microsoft Copilot Studio | 2026 Release Wave 1

A technical deep dive into Microsoft Copilot Studio's 2026 Release Wave 1, exploring reverse-embedded agent flows, new MCP servers, and multi-model Computer Use capabilities.

Can Dedeoglu
Can DedeogluApr 17, 2026
Microsoft Power Apps | 2026 Release Wave 1
8 min read
Power Platform

Microsoft Power Apps | 2026 Release Wave 1

A comprehensive technical breakdown of the Microsoft Power Apps 2026 Release Wave 1, focusing on Intent-Driven UIs, environment-level AI, and agentic orchestration.

Can Dedeoglu
Can DedeogluApr 17, 2026
Architecting High-Performance Power Automate Workflows
7 min read
Power Platform

Architecting High-Performance Power Automate Workflows

Learn how to optimize Power Automate flows to run faster, utilize fewer actions, and handle large datasets efficiently.

Can Dedeoglu
Can DedeogluApr 12, 2026
Mastering Document Automation: 4 Ways to Populate Word Documents with Copilot Studio Agents
9 min read
Copilot Studio

Mastering Document Automation: 4 Ways to Populate Word Documents with Copilot Studio Agents

A comprehensive guide on dynamically populating Word documents using AI Agents in Microsoft Copilot Studio and Power Automate, addressing everything from template-driven designs to AI-generated files.

Can Dedeoglu
Can DedeogluApr 12, 2026
Deconstructing Copilot's Newest Tools: A Deep Dive into the App Builder and Workflows Agents
6 min read
Enterprise AI

Deconstructing Copilot's Newest Tools: A Deep Dive into the App Builder and Workflows Agents

A technical deep dive into Microsoft 365 Copilot's new App Builder and Workflows agents, exploring their architecture, use cases, and limitations.

Can Dedeoglu
Can DedeogluApr 6, 2026
The Evolution of M365 Copilot: Mastering "Edit with Copilot" and Agentic Workflows
8 min read
Enterprise AI

The Evolution of M365 Copilot: Mastering "Edit with Copilot" and Agentic Workflows

A comprehensive deep dive into Microsoft 365 Copilot's transition to Agent Mode. Explore the new technical capabilities across Word, Excel, and PowerPoint, and discover the power of model swapping.

Can Dedeoglu
Can DedeogluApr 6, 2026
Mastering the 7 Data Operations in Power Automate Cloud Flows
8 min read
Power Platform

Mastering the 7 Data Operations in Power Automate Cloud Flows

Master the 7 core Data Operations in Power Automate to build efficient, clean, and dynamic Cloud Flows without relying on clunky loops or messy variables.

Can Dedeoglu
Can DedeogluApr 6, 2026
Supercharging Copilot Studio with Claude Code: A Complete Local Setup Guide
7 min read
Enterprise AI

Supercharging Copilot Studio with Claude Code: A Complete Local Setup Guide

A comprehensive technical guide on how to install the Copilot Studio skill, clone your agents locally, and use Claude Code to proactively debug your YAML files.

Can Dedeoglu
Can DedeogluApr 6, 2026
Mastering Power Automate Solutions: From Personal Flows to Enterprise Architecture
10 min read
Power Platform

Mastering Power Automate Solutions: From Personal Flows to Enterprise Architecture

Graduate from citizen developer to enterprise automation builder. Discover how to convert personal flows to solution-aware workflows and build scalable, enterprise-grade architectures.

Can Dedeoglu
Can DedeogluApr 5, 2026
Decoding Microsoft Copilot Wave 3 & The 'Co-work' Paradigm
8 min read
Enterprise AI

Decoding Microsoft Copilot Wave 3 & The 'Co-work' Paradigm

A comprehensive technical breakdown of Microsoft Copilot Wave 3, the shift from AI Assistant to AI Co-worker, Work IQ, Claude integration, and practical enterprise workflows.

Can Dedeoglu
Can DedeogluApr 5, 2026
The Ultimate Guide to ALM in the Power Platform: Strategies, Tools, and Best Practices
12 min read
Power Platform

The Ultimate Guide to ALM in the Power Platform: Strategies, Tools, and Best Practices

A complete technical guide to Application Lifecycle Management (ALM) in the Power Platform. Explore environment strategies, Dataverse solutions, and the differences between Pipelines, ALM Accelerator, and Azure DevOps.

Can Dedeoglu
Can DedeogluApr 5, 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
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