Case Studies
Real-world implementations of AI-native development practices. Learn how leading teams are achieving higher autonomy levels.
Project Mantle: AI-First Development at AWS
How a small team achieved 10x development velocity building Amazon Bedrock's inference engine
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.
Cursor by Anysphere
Vibe Coding at Scale
How Cursor pioneered vibe coding, grew to 1M+ daily active users, and navigates the tension between free-form AI coding and spec-driven development.
GitHub Copilot Workspace
From Issue to Pull Request
How GitHub Copilot Workspace evolved from experimental browser-based IDE to the foundation of Copilot's agentic capabilities, introducing spec-driven workflows to mainstream development.
Spotify Honk
Background Agents at Enterprise Scale
How Spotify built Honk, their background coding agent that has merged 1,500+ pull requests into production using Claude Code, constraint-based design, and 15 years of platform infrastructure.
StrongDM Software Factory
ASDM Level 6: Autonomous Coding & Review
How StrongDM's Software Factory removes humans from coding and code review, replacing review with scenario-based validation and Digital Twin testing.