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 →
PEOPLE
EXECUTION
PROCESS
KNOWLEDGE
DATA
AI AGENTS
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
Explore the Framework →
Latest Thinking
View all articles →
Enterprise AI

Why Vibe Coding Isn't Enough

Coding is just a task. Delivery is the mission.

May 18, 2025 · 6 min read
Framework

The Enterprise Intelligence Layer

The missing layer between intent and outcomes.

May 11, 2025 · 8 min read
Delivery

Organizational Memory: Context vs. Knowledge

Why context disappears and knowledge compounds.

May 4, 2025 · 7 min read
Research

AI Teammates Need a Chief of Staff

Introducing the concept of the AI Chief of Staff.

Apr 27, 2025 · 9 min read

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