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The Day After AI: Making Software Companies Legible to AI Agents
Paperback
Publisher Price: $74.99
Publisher: Apress
Published: Apr 12 2027
Language: English
AI agents are becoming more capable, but many software systems remain difficult for them to navigate. Critical business knowledge is often scattered across conversations, documents, and the minds of experienced team members. This hidden context creates a barrier that many organizations must address before they can fully benefit from AI-assisted development.
The book begins by identifying tribal knowledge as a structural obstacle to AI adoption. It then introduces capability contracts, capability graphs, and the Contract-Driven AI Development (C-DAD) framework. You will learn how to surface hidden knowledge from existing systems, govern contracts through their lifecycle, and create a navigable map of organizational capabilities. The final section focuses on transformation, showing how architects, developers, product managers, designers, and leaders can adapt their roles in a contract-driven organization.
Using realistic examples from both established and emerging software companies, the book offers a practical roadmap for organizations that want to build systems that are easier to understand, evolve, and operate in the age of AI agents.
What You Will Learn
- Identify and measure tribal knowledge debt in software organizations
- Understand system legibility and its impact on AI adoption
- Surface undocumented business rules in brownfield environments without requiring a rewrite
- Build contract-first practices for new and existing systems
Who This Book Is For
Software architects, senior developers, engineering managers, product managers, CTOs, and engineering leaders preparing their organizations for AI-assisted development and long-term system evolution
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