AI-Assisted Execution

We aren't just using AI to write code. We are using it to manage the project.

The Auto-PM

Tools that read your Messaging App messages and Code Repository PRs to auto-update Issue Tracker status.

• Promise: "No more status meetings!"
• Reality: The AI misinterprets "I'm looking into it" as "In Progress", and "I'm stuck" as "Completed" because the PR was merged (even though it was a revert PR).

The Code-to-Cloud Gap

AI writes code instantly. But safety checks, compliance reviews, and approvals still take humans days. Result: AI increases the Inventory of unreleased code, creating a bottleneck at the QA/Release gate. Increasing upstream velocity (Coding) without increasing downstream velocity (Testing/Deploying) just creates a pile-up.

[!WARNING] AI solves the easy part (typing). It exacerbates the hard part (integration and consensus).