Testing Copilot Studio Agents: Copilot Studio Kit vs. Agent Evaluation (Preview)
Feb 14 · 10 min read · Summary LedeCopilot Studio agents deserve testing at scale—but which tool fits your team? Agent Evaluation brings lightweight, AI-powered checks into the Studio authoring UI for rapid iteration, while Copilot Studio Kit delivers enterprise-grade mult...
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Hardening the Agent (The Core Security) - Part 2
Feb 8 · 3 min read · If environments are the walls of your fortress, Section 2 is about the locks on the individual vault doors. In Copilot Studio, "out-of-the-box" settings often prioritize ease of use over maximum security. To achieve enterprise hardening, you must mov...
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Data Governance & Knowledge Sources - Part 3
Feb 8 · 3 min read · This is where the "magic" of RAG (Retrieval-Augmented Generation) meets the cold reality of enterprise security. Most "leaks" aren't caused by hackers; they happen because an agent was given a map to the entire company's data without a filter. To sec...
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Beyond the Default: How to Securely Scale Generative AI in the Power Platform - Part 1
Feb 8 · 3 min read · This is part of a 4-part series, "Beyond the Default: How to Securely Scale Generative AI in the Power Platform." In this series, we move past basic setups to explore the enterprise-grade architecture, hardening techniques, and monitoring required to...
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Advanced Monitoring (The "Pro" Tip) - Part 4
Feb 8 · 4 min read · To truly distinguish yourself as an high-caliber architect, you must treat Copilot as a mission-critical application. Security doesn't end at deployment; it starts with observability. In this final section, we look at how to audit every word the AI s...
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Effortlessly Connect CopilotKit to Your Python Backend Using Direct-to-LLM :(FastAPI Guide)
Feb 6 · 5 min read · AI copilots are rapidly becoming the primary interface for modern applications. Frameworks like CopilotKit make it easier to build production-grade, AI-powered assistants without manually handling raw LLM interactions or complex prompt pipelines. In ...
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Ship Copilot Studio Agents with Confidence: Master Automated Testing with the Copilot Studio Kit
Jan 31 · 14 min read · Shipping Copilot Studio agents without systematic, automated testing is risky: large language models (LLMs) are non‑deterministic, topic routing can drift, and integrations fail in ways casual “chat tests” won’t catch. Microsoft’s Copilot Studio Kit ...
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Migrating from Agent Builder (Copilot Studio Lite) to Copilot Studio
Jan 24 · 10 min read · Technical overview and configuration guide (January 2026) Summary Lede Moving your agents from Agent Builder(aka Copilot Studio lite) — the simplified creation tool embedded in Microsoft 365 Copilot — to the full-featured Copilot Studio environment ...
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Power Fx in Copilot Studio - The Computational Backbone of Enterprise Agents
Jan 17 · 17 min read · Summary LedeBuilding production-ready (conversational) agents in Microsoft Copilot Studio requires mastering a critical architectural principle: the LLM handles the words, Power Fx handles the computation. While large language models excel at underst...
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