From the Field
Two kinds of evidence that the transition to AI-native product building is underway — Case Studies, what organizations ship, and Signals, what practitioners say — on one timeline.
Case Study Signal
- Background Agents at Enterprise Scale
- The Coiner of "Vibe Coding" Says He Has Never Felt So Far Behind
- In Gas Town, the Developer Is a Product Manager and the System Is an Idea Compiler
- How a small team achieved 10x development velocity building Amazon Bedrock's inference engine
- ASDM Level 6: Autonomous Coding & Review
- From Issue to Pull Request
- "Coding Is Solved," and Engineering Merges Into Product Building
- Block Replaces the Org Chart With Three Roles
- Engineers Should Learn Product. PMs Should Learn to Code.
- Vibe Coding at Scale
Case Studies
What organizations ship
Real-world implementations, mapped to the Software Delivery Autonomy Levels — from AWS's nine-engineer Bedrock team to StrongDM's zero-human-review factory.
SignalsWhat practitioners say
Claims from the people building the tools and running the teams, each mapped to the framework it confirms.