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.

What Is an AI SDLC Platform? How to Evaluate One

Point tools made each step of software delivery faster. A platform makes the whole lifecycle work together.

One developer running one agent is a productivity tool. A team running dozens of agents needs orchestration.

Agents can now write more change than your team can review. Governance is how that velocity stays accountable.

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.