Most corporate documentation wikis are graveyards of outdated information. We share how THIRD BASE keeps system architecture records living, testable, and deeply integrated into daily pull requests.
Documentation as Code: Markdown in the Repository
When documentation lives in disconnected wikis, it drifts away from implementation reality. We keep architectural decision records (ADRs) and API specs directly inside git repositories next to the code they describe.
Executable Diagrams and Type Definitions
Using TypeScript interfaces and automated OpenAPI generators to ensure API documentation can never desynchronize from backend schemas.
The 15-Minute New Engineer Onboarding Benchmark
How comprehensive environment initialization scripts and documented setup steps allow new team members to make their first production pull request on day one.
"Speed of execution only compounds when grounded in rigorous data telemetry. Never mistake motion for progress."
Key Takeaways for Product Teams
- Isolate complex machine learning inference to targeted user pain points rather than generic novelties.
- Enforce on-device compute wherever possible to guarantee sub-100ms latency and respect privacy.
- Maintain living architectural decision logs to preserve institutional velocity as squads grow.
