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Ideas on AI-native delivery

Frameworks and field notes for building software when AI writes most of the code — from the people building the system of record for it.

The AI-Native SDLC Maturity Model: a field guide from L0 to L5

Most teams are at L1 and don't know it. Here's the map from AI-as-autocomplete to intent-native delivery.

AI agents are brilliant and amnesiac. The fix isn't a smarter agent. It's giving your organization a memory.

The bottleneck in software delivery didn't disappear when AI learned to code. It moved — and most teams haven't noticed yet.