From c01af92c320b3e7866bbf657d9c6f97e1e201494 Mon Sep 17 00:00:00 2001
From: Maxim Salnikov A progressive guide that starts with agentic-workflow concepts and builds toward GitHub Agentic Workflows authoring, compilation, MCP tools, safe outputs, and CI hosting. chapter: 03·part: The Individual (one workflow) Read any workflow's frontmatter + Markdown, run the compile-and-iterate loop, and understand what the generated .lock.yml contains. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 10·part: The Team (safe, reviewed, patterned) Close the quality loop with Review, Testing, CI-Doctor, and Refactoring patterns while keeping humans on the merge decision. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 09·part: The Team (safe, reviewed, patterned) Ship two production-shaped patterns — Continuous Triage and Continuous Docs — as mini-products the Repo Assistant runs on its own. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 07·part: The Team (safe, reviewed, patterned) Reduce a workflow's authority and exposure with least-privilege permissions, runtime isolation, egress controls, and strict mode while explaining the remaining risks. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 05·part: The Individual (one workflow) Select and configure Copilot, Claude, Codex, Gemini, or Pi, control CLI/model selection, and distinguish portable intent from engine-specific runtime requirements. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 14·part: The Organization (fleet at scale) Scale the Repo Assistant into a governed multi-repo fleet and follow an enterprise adoption playbook to roll it out. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 13·part: The Organization (fleet at scale) Separate agent, detector, admission, and compute costs; apply scoped budgets and policy; and use forecasts without mistaking them for a complete bill cap. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 12·part: The Organization (fleet at scale) Inspect, debug, and audit runs with gh aw logs, gh aw audit, and OpenTelemetry so you can trust what the fleet does. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 11·part: The Organization (fleet at scale) Factor common intent into imported shared components and give the Repo Assistant memory that persists across runs. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 06·part: The Team (safe, reviewed, patterned) Let the Repo Assistant write to the repo — issues, comments, PRs — through the sanitized safe-outputs boundary instead of raw permissions. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 08·part: The Team (safe, reviewed, patterned) Give the Repo Assistant real capabilities with the tools: block and MCP servers while keeping every capability governed. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 04·part: The Individual (one workflow) Choose repository events and admission controls for the Repo Assistant's intended work without assuming punctual or exclusive execution. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 01·part: The Individual (one workflow) Explain what an agentic workflow is, why the outer loop matters, and when to reach for gh-aw instead of plain GitHub Actions. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 chapter: 02·part: The Individual (one workflow) Install the gh aw CLI and ship a first working Repo Assistant that triages a new issue end to end. By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Download the PDF · Content edition v1.2 · Verified with gh-aw v0.88.7 By Maxim Salnikov · Microsoft · LinkedIn · Book repository on GitHub ↗ · Get the free PDF · Content edition v1.2 · Verified with gh-aw v0.88.7GitHub Agentic Workflows
Anatomy & the Compile Model
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Continuous Review, Testing & CI-Doctor
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Continuous Triage & Docs: Reading the Room
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Defense in Depth: Permissions, Firewall & Strict Mode
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Engines: Choosing the Agent's Brain
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Fleets & Adoption: From One Repo to the Org
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Governance & FinOps: Policy and Cost at Scale
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Trust & Operate: Observability and Debugging
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Reuse & Memory: Shared Components and Repo Knowledge
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Safe Outputs: Acting Without Overreach
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Tools & MCP: Real Capabilities, Governed
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Triggers: When Workflows Wake Up
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What Are Agentic Workflows?
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The 10-Minute Win: Your First Workflow
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Current framework coverage: {framework_link()}. Framework coverage is tracked separately from the content edition. This baseline applies to the current book, not to past releases listed below.