A Step Behind the Bleeding Edge: A Philosophy on AI in Dev
7 days ago
- #Software Development
- #AI in Engineering
- #Team Collaboration
- AI is changing how software engineers work, bringing both opportunities and challenges.
- Monarch Engineering values guide their approach to AI, focusing on productivity and quality without compromising security.
- Adopt AI tools that are slightly behind the bleeding edge to avoid thrash and security risks.
- Dedicate time for exploration and sharing learnings within the team to stay informed about AI advancements.
- Engineers must own their work, ensuring quality and accountability, even when using AI.
- Deep thinking should not be delegated to AI; use it for toil and as a thought partner, not a replacement for critical thinking.
- Leave room for inspiration by maintaining deep engagement with work, avoiding over-reliance on AI.
- Design validation loops for AI outputs, combining AI autonomy with human oversight.
- Use AI more liberally in safe settings like prototypes, internal tools, and new builds.
- AI won't replace jobs focused on problem-solving but will change how work is done.
- Skills won't atrophy if engineers review and validate AI's work, using it as a resource rather than a crutch.