Outcomes we want to see from AI at Medium Engineering
Medium aims to leverage AI to enhance engineering efficiency, learning, and ambition while maintaining quality and ethical standards, avoiding reliance on AI for judgment, and ensuring human accountability and understanding.
MAIN POINTS
- AI should reduce repetitive tasks and enable engineers to focus on high-leverage work.
- Engineers should use AI to quickly learn new technologies and safely explore unfamiliar code areas.
- AI should facilitate higher technical ambition, enabling work previously deemed too costly.
- AI should improve code quality and maintainability through enhanced reviews and standardized patterns.
TAKEAWAYS
- Avoid using velocity metrics as success indicators for AI adoption to prevent quality compromise.
- Human judgment should not be replaced by AI, especially in high-risk or complex systems.
- Prevent codebase understanding erosion by ensuring engineers can explain and orchestrate AI-generated code.
- Ensure ethical and environmental considerations are prioritized in AI tool adoption and vendor selection.