⚒ AI CRAFTSPEOPLE GUILD ⚒

The AI-Assisted Delivery Diagnostic
Is your codebase as healthy as your dashboards say?

AI agents move fast — and so do the problems they create. Most stay invisible until they're expensive. This short self-assessment helps you find out whether something's quietly drifting. No code access required.

⏱ ~3 minutes 🔒 Private — only you and the Guild see it 🎯 For engineering leaders
0 of 10 answered
1
How is your team using AI to build software today? *
2
Since adopting AI agents, what has gotten faster — and what has gotten harder? *
e.g. "shipping is faster, but reviews and incident response feel slower."
3
How long does it take a strong senior hire to become genuinely productive in your codebase? *
4
When was the last time your team refactored something significant — and how did it feel? *
Was it routine, or risky enough that people avoided it?
5
Do you trust that a passing test suite actually means the code is safe? *
6
What part of your system do people quietly avoid changing? *
The area where "if it works, don't touch it" has become the unofficial rule.
7
Can you account for what your AI agents are actually permitted to do in production? *
8
Your security/quality dashboard is green. How confident are you that "green" means actually secure — not just "the tool is happy"? *
9
Is your AI token spend something you've looked at closely — or a line item that's quietly climbing? *
10
Name one quiet worry about your AI-assisted codebase — the thing you suspect but can't yet prove. *
The hunch you'd want an honest, independent second opinion on.
Almost done — where should we send your results?
Our promise: we'll send you a short, candid read of what your answers suggest — and whether a deeper look is warranted. No pitch. If your answers say "you're fine," that's exactly what we'll tell you. That's the whole point of the first rung.
Vendor-neutral by charter. We assure against open standards and sell no proprietary tooling. Your answers are used only to prepare your diagnostic read.
Your provisional read

We've received your answers. A short, personal read from the Guild — written by a human, referencing what you actually shared — will follow by email, usually within a couple of working days.

This instant read is a provisional signal based on your six rated answers, not a diagnosis. The real value is in the open-ended answers you gave and the human read that follows. If your answers say you're in good shape, our email will tell you exactly that — no pitch.