Engineering Culture

Reducing Friction with …

  • The article explores how Generative AI can be used to encode and enforce team standards, reducing “friction” in the development process.
  • It emphasizes moving beyond static documentation to active guidance where AI assistants suggest best practices during the coding phase.
  • The authors …

How Meta Turned Debugging …

  • Meta developed “Antithesis,” a deterministic simulation testing platform to identify and debug complex distributed systems issues.
  • The system allows engineers to “pause,” “rewind,” and “replay” the execution of an entire software environment to …

What we learned building …

  • Building API integrations at scale reveals that API quality and documentation vary significantly, requiring a robust, standardized approach.
  • Normalization is critical; different APIs use various formats for the same data types, making a unified internal schema essential.
  • Error handling must be …