AI won’t fix a dysfunctional team… it’ll expose it
Score your team honestly across five foundational signals before you hand engineers AI agents. Weak foundations don’t get fixed by faster tooling, they get amplified by it.
Overall reading
2.0 / 4 · Low maturity
There's something here but it's patchy. Pick your weakest signal and get it to Moderate before AI usage scales up.
Weakest signal
Context & understanding
Low - this is the one to sort first
Read the full blog post about AI readiness
Score each signal
Context & understanding
Does the team actually understand what "good enough" means for this product?
Codified standards
Has the team actually written down what good looks like?
Feedback loops
Does the pipeline catch failures before a customer does?
Trusted reviews
Do reviews actually catch issues, or are they rubber-stamped for speed?
Quality ownership
Is quality a whole-team concern, or does it get thrown over the wall?
This radar sits underneath frameworks like DORA, TMMi, or Team Topologies… it’s a conversation tool, not a replacement for them. It tells you if your foundations can take the pace, not whether the AI you’ve added is actually working. Run it as a team exercise: score individually, plot together, and go with the lowest score where you disagree.