Azure and AI insights for the modern cloud: honest analysis for architects and developers building on Microsoft.https://az365.ai/https://az365.ai/blog/azure-functions-agents-runtime/https://az365.ai/blog/azure-functions-agents-runtime/The Azure Functions agents runtime makes hosting cost proportional to agent activity. Why bursty agents belong on serverless, with the TCO math to prove it.Fri, 16 Oct 2026 00:00:00 GMThttps://az365.ai/blog/vibe-coding-dynamics-365/https://az365.ai/blog/vibe-coding-dynamics-365/AI writes a production-grade PCF control in hours. It cannot own Dataverse security, solution layering, or release-wave survival. That gap is the architect's job.Thu, 15 Oct 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agent-framework-tracing/https://az365.ai/blog/microsoft-agent-framework-tracing/Microsoft Agent Framework tracing is in public preview for Python and .NET. What it captures, how OpenTelemetry fits, and why to wire it in on day one.Wed, 14 Oct 2026 00:00:00 GMThttps://az365.ai/blog/dynamics-365-user-adoption/https://az365.ai/blog/dynamics-365-user-adoption/Stalled Dynamics 365 rollouts rarely lack features. They lose to a UX tax of clicks and detours. Here is how to find it, fix it, and why fixes now take days.Tue, 13 Oct 2026 00:00:00 GMThttps://az365.ai/blog/foundry-hosted-agents-csharp/https://az365.ai/blog/foundry-hosted-agents-csharp/Foundry hosted agents in C# turn agent deployment into a boring app workload. What the published deploy path hides, where it breaks, and how to ship a pilot.Mon, 12 Oct 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agent-framework-declarative-workflows/https://az365.ai/blog/microsoft-agent-framework-declarative-workflows/What Microsoft Agent Framework Declarative Workflows 1.0 moves into YAML, why that fixes agent orchestration governance, and when to adopt versus wait.Fri, 09 Oct 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agent-framework/https://az365.ai/blog/microsoft-agent-framework/Microsoft Agent Framework's new memory, resilient execution, and interface features quietly redefine the minimum viable production agent. Audit yours against it.Wed, 07 Oct 2026 00:00:00 GMThttps://az365.ai/blog/the-apim-ai-gateway-tier-is-microsoft-admitting-llm-traffic/https://az365.ai/blog/the-apim-ai-gateway-tier-is-microsoft-admitting-llm-traffic/Azure APIM's AI Gateway tier concedes that request-based governance fails for LLM traffic. What's genuinely new, what's repackaged, and when to adopt.Thu, 30 Jul 2026 00:00:00 GMThttps://az365.ai/blog/exam-ai-500-beta/https://az365.ai/blog/exam-ai-500-beta/Exam AI-500 beta is open. What the Multi-Agent AI Solutions Expert credential tests, how it differs from AI-102 and AB-100, and who should book versus wait.Thu, 23 Jul 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-fabric-apps/https://az365.ai/blog/microsoft-fabric-apps/Microsoft Fabric apps give ISVs native distribution inside the customer's data estate, with a cage attached. A 90-day framework to decide build or skip.Mon, 20 Jul 2026 00:00:00 GMThttps://az365.ai/blog/the-ai-governance-framework-microsoft-now-ships-is-six-patterns/https://az365.ai/blog/the-ai-governance-framework-microsoft-now-ships-is-six-patterns/Uniform agent governance breaks at scale, and Microsoft's six-pattern guidance reads like a concession. A four-step audit that tests your own agent estate for it.Fri, 17 Jul 2026 00:00:00 GMThttps://az365.ai/blog/the-cat-skills-gallery-just-made-agent-vs-flow-a-real-decision-h/https://az365.ai/blog/the-cat-skills-gallery-just-made-agent-vs-flow-a-real-decision-h/A fully offline document converter in the CAT skills gallery shows where Copilot Studio skills are heading, and what architects should decide this week.Fri, 17 Jul 2026 00:00:00 GMThttps://az365.ai/blog/agent-skills-for-python-mega-prompt-era/https://az365.ai/blog/agent-skills-for-python-mega-prompt-era/Agent Skills for Python shipped stable in Microsoft Agent Framework. What that means for mega-prompt agents, Prompt Flow, and your token bill.Wed, 15 Jul 2026 00:00:00 GMThttps://az365.ai/blog/ab-100-agentic-ai-architect-certification-decode-2026/https://az365.ai/blog/ab-100-agentic-ai-architect-certification-decode-2026/AB-100 replaces four retired Microsoft business-apps certifications. What the agentic AI architect exam tests, its prerequisite gate, and how to prep.Sat, 11 Jul 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agent-vs-flow-agent-framework-10-makes-pattern-choice/https://az365.ai/blog/microsoft-agent-vs-flow-agent-framework-10-makes-pattern-choice/Microsoft Agent Framework 1.0 stabilizes five orchestration patterns in Python and .NET. How to pick one, where agents beat flows, and when a flow still wins.Wed, 08 Jul 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-foundry-june-2026-agent-vs-flow/https://az365.ai/blog/microsoft-foundry-june-2026-agent-vs-flow/Foundry's June 2026 release makes agents cheap to ship. What actually shipped, and the decision rule for choosing a flow, a Foundry agent, or a custom Azure build.Wed, 08 Jul 2026 00:00:00 GMThttps://az365.ai/blog/agent-skills-for-net-left-preview-what-it-changes-in-the-microso/https://az365.ai/blog/agent-skills-for-net-left-preview-what-it-changes-in-the-microso/Agent Skills for .NET is out of experimental preview. Where it moves the line between agents and flows, where it does not, and what to migrate first.Tue, 07 Jul 2026 00:00:00 GMThttps://az365.ai/blog/the-ai-governance-framework-microsoft-is-actually-selling/https://az365.ai/blog/the-ai-governance-framework-microsoft-is-actually-selling/Microsoft's Frontier Company pitch decoded: what Purview, Defender, and Foundry actually deliver, what the ROI language demands, and where the lock-in hides.Thu, 02 Jul 2026 00:00:00 GMThttps://az365.ai/blog/agent-product-owner-role/https://az365.ai/blog/agent-product-owner-role/Agents fail on ownership, not model quality. The four jobs an agent product owner owns, the skill stack it takes, and a 30-60-90 path to staff or become one.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/agentic-development-claude-code/https://az365.ai/blog/agentic-development-claude-code/Claude Code as an Azure ML pipeline step: tests as the control plane, MLflow lineage, risk-tiered gates, and a human checkpoint before production.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/agentic-development-power-platform/https://az365.ai/blog/agentic-development-power-platform/Agentic development for Power Platform pays off only when the Azure DevOps work item is a machine-readable spec any agent can build from and verify against.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/ai-cost-governance-azure/https://az365.ai/blog/ai-cost-governance-azure/Spend caps tell you when you have already lost. Engineer Azure OpenAI cost up front: token attribution, model routing, context budgets, PTU sizing, CI/CD gates.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/ai-governance-framework-microsoft/https://az365.ai/blog/ai-governance-framework-microsoft/Most Azure AI governance lives in documents auditors see through. A mandatory AI gateway makes it runtime architecture: three planes, four gaps, a phased rollout.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agent-vs-flow/https://az365.ai/blog/microsoft-agent-vs-flow/A determinism-first framework for the Copilot Studio vs Power Automate call, with a six-dimension rubric scoring Agent, Flow, Hybrid, or Neither.Tue, 30 Jun 2026 00:00:00 GMThttps://az365.ai/blog/dataverse-mcp-server/https://az365.ai/blog/dataverse-mcp-server/Microsoft's Dataverse MCP Server turns your system of record into agent-callable tools. The contract you define, not the platform, decides what an LLM can do.Wed, 24 Jun 2026 00:00:00 GMThttps://az365.ai/blog/azure-sdk-release-may-2026/https://az365.ai/blog/azure-sdk-release-may-2026/A practitioner's framework for reading the monthly Azure SDK release notes across .NET, Python, Java, and JavaScript, plus how to handle Azure AI SDK changes without getting burned by beta churn.Tue, 23 Jun 2026 00:00:00 GMThttps://az365.ai/blog/in-preview-public-preview-azure-migrate-github-copilot-moderniza/https://az365.ai/blog/in-preview-public-preview-azure-migrate-github-copilot-moderniza/Azure Migrate + Copilot Modernization is in public preview. What it actually does, what it won't, and how to position it in your migration program.Mon, 22 Jun 2026 00:00:00 GMThttps://az365.ai/blog/ai-agent-vs-flow-when-not-to-build-2026/https://az365.ai/blog/ai-agent-vs-flow-when-not-to-build-2026/Before you build an AI agent, run five questions. When a flow, a query, or nothing at all beats an agent, with worked examples and the agent tax to budget.Thu, 18 Jun 2026 00:00:00 GMThttps://az365.ai/blog/data-prep-tax-ai-agent-projects-are-data-projects-2026/https://az365.ai/blog/data-prep-tax-ai-agent-projects-are-data-projects-2026/AI agent projects are really data projects. Why data preparation and upkeep, not the model, decides whether an agent ships, and how to scope the data work first.Thu, 18 Jun 2026 00:00:00 GMThttps://az365.ai/blog/ai-cost-governance-spend-caps-that-dont-cap-2026/https://az365.ai/blog/ai-cost-governance-spend-caps-that-dont-cap-2026/AI cost governance in 2026: the budget you reach for first only alerts, it never stops. A vendor-by-vendor playbook on which AI spend controls hard-stop and which just notify.Wed, 17 Jun 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agents-hub-decoded-2026/https://az365.ai/blog/microsoft-agents-hub-decoded-2026/Microsoft's new Agents hub formalizes agent architecture, archetypes, a maturity model, and evaluation. An architect's read on what it still leaves to you.Wed, 17 Jun 2026 00:00:00 GMThttps://az365.ai/blog/copilot-credits-work-iq-cowork-billing-2026/https://az365.ai/blog/copilot-credits-work-iq-cowork-billing-2026/Copilot Credits billing went live June 16 across Work IQ and Cowork: the real per-call cost, the license gate, and the controls to set before July 1.Tue, 16 Jun 2026 00:00:00 GMThttps://az365.ai/blog/align-claude-code-practical-guide/https://az365.ai/blog/align-claude-code-practical-guide/Align Claude Code with your codebase and intent: plan mode, full context, project memory, and gates that cannot be skipped. Six practical techniques.Mon, 15 Jun 2026 00:00:00 GMThttps://az365.ai/blog/coding-agents-developer-economics-2026/https://az365.ai/blog/coding-agents-developer-economics-2026/Coding agents are normal tool evolution, not rupture. The Microsoft business-apps read: execution compresses, but judgment and accountability do not.Sun, 14 Jun 2026 00:00:00 GMThttps://az365.ai/blog/rayfin-fabric-prompt-to-production-2026/https://az365.ai/blog/rayfin-fabric-prompt-to-production-2026/Rayfin lets agents define and deploy a full backend to Microsoft Fabric in one command. What it actually compresses, what it couples you to, and when an architect should reach for it.Sat, 13 Jun 2026 00:00:00 GMThttps://az365.ai/blog/ship-a-site-with-claude-code-github-cloudflare/https://az365.ai/blog/ship-a-site-with-claude-code-github-cloudflare/A copy-pasteable kickstart your AI coding agent can run end to end: scaffold an Astro site, push to GitHub, auto-deploy on Cloudflare Pages, and gate it with a smoke test. For about the price of the domain.Thu, 04 Jun 2026 00:00:00 GMThttps://az365.ai/blog/azure-ai-foundry-new-vs-classic-feature-parity-2026/https://az365.ai/blog/azure-ai-foundry-new-vs-classic-feature-parity-2026/Azure AI Foundry new vs classic, decoded: the feature-parity matrix, what transfers in a hub migration, the two hard 2026 dates, and when to stay on classic.Sun, 31 May 2026 00:00:00 GMThttps://az365.ai/blog/foundry-agents-hosted-vs-in-process-vs-copilot-studio-2026/https://az365.ai/blog/foundry-agents-hosted-vs-in-process-vs-copilot-studio-2026/Foundry Hosted vs in-process vs Copilot Studio agents: a 2026 four-gate decision framework that picks the right path by who builds it and who runs it.Sun, 31 May 2026 00:00:00 GMThttps://az365.ai/blog/agent-product-owner-role-microsoft-just-formalized-2026/https://az365.ai/blog/agent-product-owner-role-microsoft-just-formalized-2026/Microsoft's 2026 playbook formalizes the Agent Product Owner role. The practitioner read on what it does day to day, what to hire for, and why it matters.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/agentops-foundry-cicd-reference-architecture-decode-2026/https://az365.ai/blog/agentops-foundry-cicd-reference-architecture-decode-2026/Practitioner read of Microsoft's new Foundry CI/CD reference architecture: the 5-layer pipeline, evaluation-driven release gates, and where the architecture understates the operational work.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/assist-to-execute-reference-architecture-implications-2026/https://az365.ai/blog/assist-to-execute-reference-architecture-implications-2026/The Assist-to-Execute shift in Microsoft's Agentic Patterns Playbook is the right conceptual move. This is the reference architecture implications the playbook stops short of drawing.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/dont-build-ai-center-of-excellence-until-you-read-this-2026/https://az365.ai/blog/dont-build-ai-center-of-excellence-until-you-read-this-2026/Critical practitioner read of Microsoft's AI CoE framework: the seven assumptions the playbook makes about Executive Sponsors, role authority, and CoE evolution that fail in most real enterprises.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/pilot-trap-why-90-percent-agent-initiatives-never-become-portfolio-2026/https://az365.ai/blog/pilot-trap-why-90-percent-agent-initiatives-never-become-portfolio-2026/Microsoft's 2026 playbook names 'many pilots, no portfolio' as the top scale-breaker. This is the practitioner read on why agent pilots stall and what it actually takes to graduate to portfolio.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/risk-tiered-agent-governance-annotated-2026/https://az365.ai/blog/risk-tiered-agent-governance-annotated-2026/Microsoft's 2026 playbook gives you a 3-tier risk model for AI agents. This is the practitioner annotation: concrete controls, tooling, cadence, and the Tier 0 the playbook does not name.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/scale-breaker-microsoft-doesnt-name-2026/https://az365.ai/blog/scale-breaker-microsoft-doesnt-name-2026/Microsoft's 2026 Agentic Patterns Playbook names five capability drivers. The scale-breaker most enterprises actually hit is the sixth one the framework doesn't measure.Sat, 30 May 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-agentic-patterns-playbook-decode-2026/https://az365.ai/blog/microsoft-agentic-patterns-playbook-decode-2026/A practitioner read of Microsoft's Agentic Transformation Patterns Playbook: six patterns, the 5x5 maturity model, CoE structures, what it understates.Tue, 26 May 2026 00:00:00 GMThttps://az365.ai/blog/ai-orchestration-legacy-systems-reference-architecture/https://az365.ai/blog/ai-orchestration-legacy-systems-reference-architecture/AI orchestration over 5-7 legacy systems with the systems of record unchanged. The Operational Front Door pattern, two-layer RAG, vendor-portable. CIO reference architecture.Mon, 18 May 2026 00:00:00 GMThttps://az365.ai/blog/trust-ai-dataverse-security-design/https://az365.ai/blog/trust-ai-dataverse-security-design/Two violated documented Dataverse mechanics. One was a category error. The real architectural axis isn't AI vs human, it's what claims are cheap to mechanically verify.Sat, 16 May 2026 00:00:00 GMThttps://az365.ai/blog/enterprise-ai-context-architecture/https://az365.ai/blog/enterprise-ai-context-architecture/Enterprise AI is a context orchestration problem, not a retrieval problem. Three knowledge layers, three architecture levels, the operational truth distinction.Thu, 14 May 2026 00:00:00 GMThttps://az365.ai/blog/dataverse-agent-data-platform-decoded/https://az365.ai/blog/dataverse-agent-data-platform-decoded/Dataverse MCP server, Business Skills, Coding Agents plugin shipped May 5, 2026. Adopt-now-or-defer decision frame, five pilot gotchas, procurement surface.Sun, 10 May 2026 00:00:00 GMThttps://az365.ai/blog/azure-ai-foundry-vs-azure-openai-2026-decision/https://az365.ai/blog/azure-ai-foundry-vs-azure-openai-2026-decision/Azure AI Foundry vs Azure OpenAI: the rebrand is consolidation, not deprecation. Decision tree, 8 scenarios, and the migration mechanics that bite.Fri, 08 May 2026 00:00:00 GMThttps://az365.ai/blog/claude-on-azure-the-marketplace-billing-trap/https://az365.ai/blog/claude-on-azure-the-marketplace-billing-trap/Why Microsoft for Startups credits do not cover Claude on Azure Foundry, where Claude Opus 4.7 actually deploys, and the pre-flight checks architects must run before shipping.Tue, 05 May 2026 00:00:00 GMThttps://az365.ai/blog/ai-proposal-writing-multi-model-routing-patterns/https://az365.ai/blog/ai-proposal-writing-multi-model-routing-patterns/A four-phase proposal pipeline running on four different LLMs. Prompts, evaluator metrics, and the eval-suite that lets you swap models cleanly.Wed, 29 Apr 2026 00:00:00 GMThttps://az365.ai/blog/six-rules-llm-agnostic-ai-agents-microsoft-foundry/https://az365.ai/blog/six-rules-llm-agnostic-ai-agents-microsoft-foundry/Foundry Model Router routes 18 models across providers. Six rules for AI agents that survive the next vendor rotation, with a proposal-writing example.Wed, 29 Apr 2026 00:00:00 GMThttps://az365.ai/blog/ai-engineering-productivity-roi-tokens-vs-closed-tickets/https://az365.ai/blog/ai-engineering-productivity-roi-tokens-vs-closed-tickets/Vendor AI dashboards count tokens. The CFO counts closed tickets. A framework with cited inputs and an illustrative ROI calculator for the AI engineering operating model.Tue, 28 Apr 2026 00:00:00 GMThttps://az365.ai/blog/copilot-roi-calculator-microsoft-enterprises/https://az365.ai/blog/copilot-roi-calculator-microsoft-enterprises/Forrester says 353% ROI. Microsoft's own RCT says 0.5 hours per week. The interactive calculator below uses RCT-grounded defaults and shows exactly which lever your business case depends on.Fri, 24 Apr 2026 00:00:00 GMThttps://az365.ai/blog/azure-ai-landing-zone-reference-architecture-2026/https://az365.ai/blog/azure-ai-landing-zone-reference-architecture-2026/Microsoft says you do not need a separate AI landing zone. You need an application landing zone with networking, identity, and data wired right. Here is the 2026 reference architecture.Thu, 16 Apr 2026 00:00:00 GMThttps://az365.ai/blog/ai-readiness-assessment-microsoft-enterprises/https://az365.ai/blog/ai-readiness-assessment-microsoft-enterprises/Free 8-dimension AI readiness assessment for Microsoft enterprises. 16 statements, 5 minutes, calibrated against what actually goes wrong in production deployments. Microsoft-stack-specific recommendations.Thu, 02 Apr 2026 00:00:00 GMThttps://az365.ai/blog/shadow-ai-governance-microsoft-enterprises/https://az365.ai/blog/shadow-ai-governance-microsoft-enterprises/98% of enterprises have shadow AI. Only 30% have visibility. The 30-day discovery sprint using Defender for Cloud Apps, Purview, Entra, and Power Platform CoE Toolkit, with the 3-tier graduation framework.Thu, 26 Mar 2026 00:00:00 GMThttps://az365.ai/blog/ai-governance-framework-microsoft-stack/https://az365.ai/blog/ai-governance-framework-microsoft-stack/An operational AI governance framework for Microsoft stacks. Six components, ISO 42001 alignment, EU AI Act readiness, and the Microsoft tools (Purview, Entra, Foundry, Agent Governance Toolkit) that make it work.Thu, 12 Mar 2026 00:00:00 GMThttps://az365.ai/blog/azure-openai-ptu-vs-payg-real-break-even/https://az365.ai/blog/azure-openai-ptu-vs-payg-real-break-even/Break-even calculators say PTU wins at 150M tokens per month. Real-world utilization breaks that math. Here is the actual table from Microsoft's PTU throughput data, with the utilization curve most architects miss.Thu, 05 Mar 2026 00:00:00 GMThttps://az365.ai/blog/ai-copilots-vs-custom-azure-build-buy/https://az365.ai/blog/ai-copilots-vs-custom-azure-build-buy/Real cost math comparing Microsoft Copilot at $30/user/month to Azure OpenAI at pennies per query. Decision framework for architects choosing build vs buy.Wed, 25 Feb 2026 00:00:00 GMThttps://az365.ai/blog/architecture-diagrams-with-draw-io-mcp-and-claude/https://az365.ai/blog/architecture-diagrams-with-draw-io-mcp-and-claude/Generate swimlanes, ERDs, and integration maps from text using Claude Code and the Draw.io MCP server. Free, git-friendly, no Visio needed.Tue, 24 Feb 2026 00:00:00 GMThttps://az365.ai/blog/logic-apps-mcp-server-architecture-that-actually-works/https://az365.ai/blog/logic-apps-mcp-server-architecture-that-actually-works/Turn Azure Logic Apps into MCP servers for AI agents. Two approaches, auth gotchas, cost math, and the architecture diagram Microsoft didn't draw.Mon, 23 Feb 2026 00:00:00 GMThttps://az365.ai/blog/agentic-development-with-claude-code-the-setup-that-actually-works/https://az365.ai/blog/agentic-development-with-claude-code-the-setup-that-actually-works/Build a multi-agent development environment with persistent memory, quality gates, and automated pipelines. The setup that turned one CLI tool into a content factory.Fri, 20 Feb 2026 00:00:00 GMThttps://az365.ai/blog/20-architecture-diagrams-in-20-minutes-ai-documents-enterprise-systems/https://az365.ai/blog/20-architecture-diagrams-in-20-minutes-ai-documents-enterprise-systems/Generate ERDs, network topologies, security models, CI/CD pipelines, and integration maps from code. The batch-generation pattern that replaces weeks of Visio work.Thu, 19 Feb 2026 00:00:00 GMThttps://az365.ai/blog/15-rules-perfect-architecture-diagram-arrows/https://az365.ai/blog/15-rules-perfect-architecture-diagram-arrows/Zero crossings, zero diagonals, 20px clearance, perfect fan-out symmetry. The 15 rules that separate professional diagrams from auto-generated mess.Tue, 17 Feb 2026 00:00:00 GMThttps://az365.ai/blog/microsoft-ai-certifications-2026/https://az365.ai/blog/microsoft-ai-certifications-2026/Microsoft is retiring AI-900, AI-102, and DP-100 by June 2026. Here is the full replacement map and which new AI certifications are worth your time.Mon, 16 Feb 2026 00:00:00 GMThttps://az365.ai/blog/building-ai-solutions-azure-architecture/https://az365.ai/blog/building-ai-solutions-azure-architecture/Real Azure AI architecture with cost math, RAG patterns, and pricing traps that Microsoft's diagrams leave out.Fri, 13 Feb 2026 00:00:00 GMThttps://az365.ai/blog/what-is-azure-ai-services-2026/https://az365.ai/blog/what-is-azure-ai-services-2026/Azure AI Services in 2026 explained: five core services, the RAG pattern that works, and how to pick the right one for your project.Thu, 12 Feb 2026 00:00:00 GMThttps://az365.ai/blog/ai-powered-flow-review-quality-gates-before-production/https://az365.ai/blog/ai-powered-flow-review-quality-gates-before-production/Pipeline approvals are rubber stamps. Use AI to review Power Automate flow JSON for error handling gaps, hardcoded values, and naming violations.Tue, 10 Feb 2026 00:00:00 GMThttps://az365.ai/blog/ai-power-platform-mistakes/https://az365.ai/blog/ai-power-platform-mistakes/AI proposes the most common Power Automate patterns by default, which is wrong for many real solutions. Here are the anti-patterns to watch for and how to correct them via spec discipline.Fri, 06 Feb 2026 00:00:00 GMThttps://az365.ai/blog/spec-driven-power-automate-14-flows/https://az365.ai/blog/spec-driven-power-automate-14-flows/How a precise markdown spec, tag-based architecture, and parallel AI agents turn a batch of notification flows into a clean Dataverse solution import. Pattern walkthrough.Thu, 05 Feb 2026 00:00:00 GMThttps://az365.ai/blog/spec-driven-power-platform-series-overview/https://az365.ai/blog/spec-driven-power-platform-series-overview/A connected methodology for building Power Automate solutions: spec-first authoring, tag-based architecture, notification separation, FetchXML over OData, and programmatic solution packaging.Tue, 03 Feb 2026 00:00:00 GMThttps://az365.ai/blog/spec-first-power-automate-development/https://az365.ai/blog/spec-first-power-automate-development/Designer-first Power Automate is opaque to source control and AI. Spec-first development makes flow generation reviewable, diff-able, and parallelizable.Thu, 29 Jan 2026 00:00:00 GMThttps://az365.ai/blog/xrmtoolbox-schema-export-to-erd-with-claude/https://az365.ai/blog/xrmtoolbox-schema-export-to-erd-with-claude/Export your Dataverse schema from XrmToolBox and use Claude to generate a Draw.io ERD in minutes. No manual diagramming required.Tue, 27 Jan 2026 00:00:00 GMThttps://az365.ai/blog/generate-beautiful-dataverse-erd-in-5-minutes/https://az365.ai/blog/generate-beautiful-dataverse-erd-in-5-minutes/Stop struggling with ugly, unreadable ERDs. Generate color-coded, publication-ready Dataverse entity relationship diagrams using batch XML generation.Thu, 22 Jan 2026 00:00:00 GMThttps://az365.ai/blog/build-dataverse-solution-zip-programmatically/https://az365.ai/blog/build-dataverse-solution-zip-programmatically/Build a Dataverse solution ZIP from scratch, covering the two JSON formats, the forward-slash trap, and undocumented XML workflow entries.Tue, 20 Jan 2026 00:00:00 GMThttps://az365.ai/blog/fetchxml-power-automate-odata-filter-alternative/https://az365.ai/blog/fetchxml-power-automate-odata-filter-alternative/FetchXML in Power Automate handles temporal queries, linked entity joins, and IN filters that OData $filter cannot. Patterns for notification flows.Thu, 15 Jan 2026 00:00:00 GMThttps://az365.ai/blog/tag-based-flow-architecture-power-automate/https://az365.ai/blog/tag-based-flow-architecture-power-automate/Entity-area tags turn a flat list of Power Automate flows into a navigable architecture. A naming system that maps to ADO, source control, and AI agent batches.Tue, 13 Jan 2026 00:00:00 GMThttps://az365.ai/blog/notification-architecture-power-automate-separation/https://az365.ai/blog/notification-architecture-power-automate-separation/Separate Power Automate notification flows from business logic. One rule: notification flows read Dataverse and send email, never write back. The notification layer becomes disposable without business risk.Fri, 09 Jan 2026 00:00:00 GMThttps://az365.ai/blog/power-automate-weekly-governance-digest-automated-health-report/https://az365.ai/blog/power-automate-weekly-governance-digest-automated-health-report/Build a weekly Power Automate governance digest that emails new flows, broken flows, orphans, and policy violations to your platform team automatically.Thu, 08 Jan 2026 00:00:00 GMThttps://az365.ai/blog/power-platform-governance-repo-standards-reviews-inventory/https://az365.ai/blog/power-platform-governance-repo-standards-reviews-inventory/One git repo for all Power Platform governance: naming standards, review checklists, flow inventory, and AI review reports. Version-controlled.Tue, 06 Jan 2026 00:00:00 GMThttps://az365.ai/blog/power-platform-pipelines-moving-flows-from-dev-to-prod/https://az365.ai/blog/power-platform-pipelines-moving-flows-from-dev-to-prod/Pipelines in Power Platform are Microsoft's built-in CI/CD. Most orgs don't know they exist. Setup guide with approval gates and deployment settings.Tue, 30 Dec 2025 00:00:00 GMThttps://az365.ai/blog/power-automate-versioning-and-source-control-export-tag-track/https://az365.ai/blog/power-automate-versioning-and-source-control-export-tag-track/Power Automate has no version control for individual flows. Export flow JSON to git, tag versions, diff changes, and track every modification.Tue, 23 Dec 2025 00:00:00 GMThttps://az365.ai/blog/solution-aware-power-automate-flows-why-loose-flows-kill-alm/https://az365.ai/blog/solution-aware-power-automate-flows-why-loose-flows-kill-alm/Learn why solution-aware Power Automate flows are essential for ALM, governance, and deployment. Fix loose flows before they become technical debt.Thu, 18 Dec 2025 00:00:00 GMThttps://az365.ai/blog/living-documentation-in-git-why-sharepoint-word-docs-are-dead/https://az365.ai/blog/living-documentation-in-git-why-sharepoint-word-docs-are-dead/Move architecture diagrams and technical docs from SharePoint Word files into git. Version with code, review in PRs, never let docs go stale again.Tue, 16 Dec 2025 00:00:00 GMThttps://az365.ai/blog/power-automate-flow-inventory-you-cant-govern-what-you-cant-see/https://az365.ai/blog/power-automate-flow-inventory-you-cant-govern-what-you-cant-see/Build a Power Automate flow inventory using PowerShell, admin connectors, or the CoE Starter Kit. Discover, classify, and fix orphaned flows.Thu, 11 Dec 2025 00:00:00 GMThttps://az365.ai/blog/power-automate-environment-strategy-dev-test-prod/https://az365.ai/blog/power-automate-environment-strategy-dev-test-prod/Stop running Power Automate flows in the default environment. Practical guide to dev/test/prod with Managed Environments and environment routing.Tue, 09 Dec 2025 00:00:00 GMThttps://az365.ai/blog/power-automate-naming-conventions-that-scale/https://az365.ai/blog/power-automate-naming-conventions-that-scale/A definitive naming standard for Power Automate flows, connection references, and environment variables. Stop naming flows 'My Flow 2'.Thu, 04 Dec 2025 00:00:00 GMThttps://az365.ai/blog/coe-starter-kit-what-it-does-and-what-to-build-on-top/https://az365.ai/blog/coe-starter-kit-what-it-does-and-what-to-build-on-top/The Center of Excellence Starter Kit is Microsoft's official governance solution. Here's what works, what doesn't, and what's missing.Tue, 02 Dec 2025 00:00:00 GMT