Prototype to production, without the panic · vibe2value workshop · Thu 23 Apr 2026

topic : reducing risk

Spotting what could go wrong and shrinking the size of the bet.

shape

1.2.3 - The Risks You’re Avoiding Naming - Name the named risk: say what might fail, who or what it would affect and what action will reduce the damage.

Published 3 months ago 4 min read build

2.2.3 - Understanding the Shape of the System - Map the system shape: say which part owns what, what each part depends on and where the important handoff happens.

Published 3 months ago 4 min read launch

3.3.2 - Name the Risks Before Users Find Them - Name the launch risk: say what might break, what would trigger it and what response reduces the damage.

Published 3 months ago 3 min read build event

The AI assist you actually need · vibe2value workshop · Thu 29 January 2026 - If the assist makes you think less about a bug, you will pay that thinking back with interest.

1 min read build

Reviewing AI-Assisted Code Changes - When AI changes a lot of code quickly, review is no longer about reading lines. It’s about making sure you still understand what will happen in production.

Published 2 months ago 1 min read build event Featured

Prototype to production, without the panic · vibe2value workshop · Thu 23 Apr 2026 - A 30 minute interactive Q&A. Examples not tutorials. Places are limited.