Overview

Your engineers are already using AI. Now lead the rollout - or watch it happen to you.Every CTO, VP of Engineering, and tech lead faces the same questions in 2026: How do I introduce Claude Code across my team without breaking workflows? What does it really cost at scale? How do I measure ROI? How do I govern security when an agent reads production code? Tutorials do not answer these questions. Vendor decks do not. Claude Code for CTOs does. The first complete playbook for adopting AI-powered development in a real engineering organization - 22 chapters, 5 appendices, 52,000 words distilled from leading the agentic transition of a 50-engineer team across a 4M lines codebase. No hype. Only what works when 50 developers use the same tool the same day. What you will learn The adoption playbook: pilot, rollout, and scale - from 3 to 100 developers - with checklists and milestones that get buy-in instead of backlash. The business case with real numbers: API vs. Max pricing, break-even points, ROI models your CFO will accept. The vibecoded-app problem: what to do when a non-engineer ships a prototype and the CEO wants it live by Friday. Security, compliance, governance: what your CISO needs to approve and the policies that keep auditors off your back. The harness - your control layer: memory, permissions, hooks, isolation. The four layers that turn ""we are experimenting"" into ""we have AI under organizational control."" CLAUDE.md for teams: turn one file into organizational memory every agent inherits automatically. Legacy and brownfield codebases: a five-phase framework to audit and modernize the 400,000-line monolith nobody fully understands. Context management, parallelization, multi-repo workflows - run agents concurrently across microservices without losing control. Metrics that actually matter: which numbers predict adoption health and which ones lie. Inside the book - 22 chapters in two blocksBlock I - The People Side (Ch. 1-10): the half you bring to your leadership meeting. The CTO's Reality The Agentic Shift The Landscape The Business Case Work Methodology Onboarding Your Team Measuring Impact The Vibecoded App Problem Security, Compliance, and Governance Scaling Adoption Block II - The Technical Side (Ch. 11-22): for the CTO who still reads pull requests. The Harness CLAUDE.md Legacy Codebases New Projects Context Management Parallelization Multi-Repo Setup Multi-Repo Development Deploying Claude Code Automation and Internal Tooling Designing Agentic Products The MCP-First Future Plus 5 appendices: Adoption Checklist, CLAUDE.md Templates, Tool Comparison Matrix, Glossary, Curated Resources. For you if You are a CTO, VP of Engineering, engineering manager, or tech lead - managing 3 engineers or 100. You want frameworks, not tutorials. You need decisions that survive your board, CFO, CISO, and most skeptical senior engineer. You prefer opinionated advice with trade-offs explained. Part of the learnaipress.com Claude Code series. This book picks up where individual-developer guides end and asks: what happens when 50 developers do this at the same time? Start leading your team into the agentic era.

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