Essential Code Infrastructure Needed to Build Continuously at Full Speed with AI
StewartalsopIII · x · 2026-08-05
A developer points out that to continuously build software with AI at full speed, teams must realize the critical need for underlying code infrastructure.
Beyond first-order business code, the author highlights several indispensable infrastructures to support AI workflows:
- Testing: Full duplication of services for testing
- Build Systems: Local and production build queues plus build cache
- Tooling: Template scaffolding and mirrored Git
- Security & Validation: FHE/ZK (shielding models from data) and simulation labs for mathematical testing of outputs
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