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AI Use-Case Survey (Demo)
Where does AI truly help your daily work and where is it just noise?
Instead of generic AI claims on LinkedIn, we want to understand how AI really shows up in our engineering work.
This survey focuses on:
1️⃣
How (and how much) AI is used today
and what gets in the way
2️⃣
Where AI genuinely helps
across planning → coding → reviews → docs → learning
3️⃣
How AI affects focus, clarity, stress, and overall developer experience
There are
no right or wrong answers
, and this is
not a skill check.
If you rarely use AI → that’s just as valuable as heavy use.
If you’ve found one or two workflows that save time → others can benefit from that.
Why this matters:
Your input will help us:
->
Share practical AI workflows that actually save time
(so you don’t have to reinvent them)
->
Drop the tools and practices that just add noise
->
Make daily engineering work smoother, clearer, and less effortful
This is about improving
our environment
, based on
your experience,
not someone else’s AI narrative.
⏱️ 10 minutes | 🔒 Anonymous by default |📊 Results shared only in aggregate
Optional Perks
:
Join an AI Masterclass by
Benedikt Stemmildt
| raffle for free seats to the
CASE Conference
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