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Regenerative Software: Developing Scalable, Maintainable Systems with AI
Paperback
Publisher Price: $69.99
Publisher: O'Reilly Media
Published: Jun 1 2027
Pages: 300
Language: English
The assumptions underneath modern software development have quietly broken. Version control assumes humans make changes incrementally. Code review assumes a human authored the code. Testing assumes you can reason about what changed. When AI generates, modifies, and regenerates code autonomously, these abstractions don't just strain--they stop making sense.
Regenerative Software by Chad Fowler introduces a new model built for this reality. Rather than maintaining codebases indefinitely, this new model treats code as a derived artifact. With practical frameworks for provenance tracking, selective regeneration, and agent-driven architecture, this is the architectural reference the industry has been waiting for since AI became the primary author of code.
- Design systems where code is a derived artifact, not a permanent accumulation of decisions
- Implement provenance tracking that replaces version control as the source of truth
- Build architectures where AI agents operate as first-class developers
- Evaluate trade-offs between regeneration and stability across production systems
- Introduce regenerative principles incrementally into existing codebases
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