AI-First Delivery — Resources

Curated external links for AI-first delivery. For original content written by the team, see the AI-First Delivery overview.

Agent-Assisted Planning & Requirements

🏗️ AI Architecture Design, Azure Architecture Center

The Azure Architecture Center hub for AI workloads — baseline reference architectures, design patterns (RAG, agent orchestration, MLOps), and best practices across the AI solution lifecycle.

Tags: Cross-solution · architecture · architect, delivery-lead · public · recommended · Azure Architecture Center · AI-assisted design · @jwallquist_microsoft · 2026-09-08

📖 GitHub Copilot Best Practices

Best practices for integrating AI code assistants into daily development workflows — prompt engineering, context management, and team adoption patterns.

Tags: Cross-solution · documentation · developer, delivery-lead · public · foundational · GitHub Copilot · AI-assisted development · @jwallquist_microsoft · 2026-09-08

Agent-Driven Testing & Quality

📝 From Playwright Automation to Agent-Driven Testing

How to move beyond brittle Playwright selectors to self-healing, agent-driven UI tests using GitHub Copilot and MCP — intelligent page analysis, dynamic fallbacks, and adaptive coverage.

Tags: Cross-solution · blog · developer, delivery-lead · public · recommended · Playwright, GitHub Copilot, MCP · AI-assisted testing · @jwallquist_microsoft · 2026-09-08

📝 Only Believe What You Can Validate: A Verification Framework for Agentic AI

A practical model for verifying high-volume agent output without overwhelming domain experts. It combines human review, AI checks, and deterministic tools into layered quality gates for modernization and code-generation work.

Tags: Cross-solution · blog · architect, developer, delivery-lead · public · recommended · — · verification, quality gates · @JW-Sthlm · 2026-09-08

Delivery Lifecycle Automation

📚 Dynamics 365 Skill Library

A curated library of skills for Dynamics 365 delivery teams. It covers a broad range of delivery scenarios — the AI First delivery skills specifically are located in the D365 Configuration section.

Tags: AIBS · documentation · delivery-lead, developer · public · recommended · Dynamics 365 (CE, Finance, SCM) · AI-first D365 configuration · @gielcuijpers_microsoft · 2026-09-08

🔧 Automating Tasks with Copilot CLI and GitHub Actions

Official GitHub guide on running Copilot CLI inside Actions workflows — authentication, example YAML, and use cases like daily summaries, PR triage, and AI-assisted CI/CD tasks.

Tags: Cross-solution · documentation · developer, delivery-lead · public · recommended · GitHub Actions, GitHub Copilot · AI-assisted automation · @jwallquist_microsoft · 2026-09-08

📖 Azure DevOps Overview

Azure DevOps platform overview — CI/CD pipelines, repos, boards, and test plans. A foundation for integrating AI-driven workflows into your delivery pipeline.

Tags: Cross-solution · documentation · developer, delivery-lead · public · foundational · Azure DevOps · AI-assisted delivery · @jwallquist_microsoft · 2026-09-08