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How engineering teams stay informed — a research survey

Engineering workflow research · 2026
We're conducting independent research into how software engineers and technical leads experience visibility, coordination, and AI tooling in their daily work. There's no right or wrong answer. Your honest perspective is what matters.
SECTION 1 - ABOUT YOU

What best describes your current role?

What best describes your current role?
A
B
C
D
E

How large is the engineering team you work in?

How large is the engineering team you work in?
A
B
C
D

Which tools does your team currently use?

Which tools does your team currently use?

What is your work environment ?

What is your work environment ?
A
B
C
SECTION 2 - DAILY WORK AND VISIBILITY

How do you currently find out what your teammates are working on day-to-day?

How do you currently find out what your teammates are working on day-to-day?

How often do you feel like you don't have a clear picture of work and your teammates' work

How often do you feel like you don't have a clear picture of work and your teammates' work
A
B
C
D

Think about the last time a PR or Ticket got stuck without anyone noticing. How did you eventually find out ?

How much time do you personally spend per week on coordination - standups, status updates, meetings etc

How much time do you personally spend per week on coordination - standups, status updates, meetings etc
A
B
C
D

How do you feel about the time spent on standups and coordination

How do you feel about the time spent on standups and coordination
A
B
C

Do you think standups or status reports should be automated with AI to keep your team coordinated ?

Do you think standups or status reports should be automated with AI to keep your team coordinated ?
A
B
C
SECTION 3 - AI CODING TOOLS

Does your team use AI coding tools such as GitHub Copilot, Cursor, Claude Code, or similar?

Does your team use AI coding tools such as GitHub Copilot, Cursor, Claude Code, or similar?
A
B
C
D

Since adopting AI tools, how has your confidence in quality of code changed ?

Since adopting AI tools, how has your confidence in quality of code changed ?
A
B
C
D

When reviewing code, can you usually tell which parts are AI ?

When reviewing code, can you usually tell which parts are AI ?
A
B
C
D
E

Since adopting AI, have you noticed a change in the rate of bugs and regressions reaching production ?

Since adopting AI, have you noticed a change in the rate of bugs and regressions reaching production ?
A
B
C
D

Do you feel your own engineering skills are growing at the same rate as before AI tools ?

Do you feel your own engineering skills are growing at the same rate as before AI tools ?
A
B
C
D
E
SECTION 4 - CLOSING

what is the single biggest frustration with how your team coordinates or shares information? ?

What is your email address ? (Optional)