ProductBuildersHQ
Frameworks and case studies for the evolution of product development. From AI-assisted to AI-operated.
Frameworks
Maturity models for product builders
Product Builder Maturity Model
A maturity model defining growth toward independent product ownership, with paths for both Product Managers and Engineers converging at the Product Builder level.
Software Delivery Autonomy Levels
A seven-level progression from traditional Agile teams to autonomous software delivery and operations, introducing ASDM for autonomous coding, review, validation, and operations.
Case Studies
Real-world implementations of AI-native development
Project Mantle: AI-First Development at AWS
AWS
A deep dive into AWS's Project Mantle, where nine senior engineers used AI-first development practices to build a new inference engine with dramatically increased commit velocity.
StrongDM Software Factory
StrongDM
How StrongDM's Software Factory removes humans from coding and code review, replacing review with scenario-based validation and Digital Twin testing.
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