ENTERPRISE AI STRATEGIST•20+ YEARS OF EXPERIENCE

Beyond Vibe Coding.
Toward Vibe Delivery.

Twenty years of enterprise Salesforce delivery taught me that software projects rarely fail because developers can't code. They fail because organizations struggle to coordinate delivery, knowledge, and execution.

I'm researching how AI can change that.

Read My Thinking → Watch Talks ▷

Glowing network sphere connecting People, Process, Knowledge, Data, AI Agents, and Execution

The Delivery Framework

How work moves from a request to an audited outcome.

Six primitives — each with a specific job in the delivery lifecycle. Read left to right. Together they turn a customer meeting into shipped, traceable, provable software.

Capture every input

Signal

Plan against reality

Blueprint

Execute with traceability

Run

Remember every decision

Nexus

Catch conflicts across teams

Relay

Prove what shipped

Receipt