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Developer surveys built on your delivery metrics

AI changed how your teams build software. Your delivery metrics show what they shipped, and LinearB Surveys shows whether the people who shipped it are holding up and bought in, team by team.
Q4 developer survey
Sample data · choose any score to see the questions behind it
3.6Overall score, out of 5
49Responses
31Comments
AI-assisted developmentProductivity and workflowCode qualityCursor rollout (custom)All participantsPaymentsPlatformMobileDataGrowthN/AN/AN/AN/A
Mobile · AI-assisted development

11 participants · 7 comments

2.6
1
2
3
4
5

Comments

“Reviewing AI-written PRs takes longer than writing the code. We never agreed what "reviewed" means.”

“Not sure what we're allowed to paste into the model for the payments SDK.”

Trusted by the teams transforming software delivery

  • SurveyMonkey
  • Peloton
  • Equinix
  • Norwegian Cruise Line
  • Vizio
  • Gainwell
  • BigID
  • Expedia
  • Syngenta
  • Ingka
  • Silicon Labs
  • Astronomer
  • Mitratech
  • Solace

Ask questions only an engineer can answer

AI only pays off if your developers trust it. Ask them with topics written for engineers, and read the comments behind the scores.
AI-assisted development
Productivity and workflow
Code quality and maintainability
Developer experience
Satisfaction and well-being
Write your own topic
See what’s new in LinearB Surveys
Q4 developer surveySample
AI-assisted development
I feel confident using AI tools without compromising quality or security.
1Strongly disagree2Disagree3Neutral4Agree5Strongly agree
What concerns, if any, do you have about AI's role in your work?
Mostly confident. I'd like clearer rules on what we can share with the model.

Reach every developer in Slack, without another login

LinearB sends each person a direct message with their own link, so answering takes a click instead of a password.
Send it to everyone, or just the teams you choose. Survey all employees, or selected teams and groups.
Nudge only the people who haven’t finished. Send a reminder from the survey menu, once a day at most.
slack dm mock
Sample message and people. Developers need a Slack account matched to their LinearB identity, and LinearB flags anyone it can’t reach before you launch. How Slack delivery works

See whether a problem belongs to one team or every team

LinearB scores every team against every topic you asked about, so the same results answer two different questions.

Mobile is low on every topic.One team struggling across the board is a conversation with that team, not a change for everyone.

Q3 developer survey
Sample data

Anonymous enough for honest answers

Anonymous by design

LinearB hides any score with fewer than 3 responses and any comment with fewer than 5, so a small team can still answer openly.

Results by team, not by person

Results roll up by team and topic, and small groups show N/A, so no one can be picked out.

Results stay with admins

Only Primary Admins and Super Users can create surveys and see results, and you choose who receives each survey.

Natively secure, obsessively compliant

Independently audited, with evidence of our controls available on request. LinearB participates in the EU-U.S. Data Privacy Framework.
AICPA SOC 1 Type II
AICPA SOC 2 Type II
GDPR: General Data Protection Regulation
ISO 27001 Certified

Act on what the survey surfaces

Survey results sit in the same platform as the delivery metrics for the same teams, so you can go from what a team said to a change in workflow automation or AI code reviews, and then check whether it helped.

Mobile · AI-assisted development

Sample data · topic score out of 5
What the team said

“Reviewing AI-written PRs takes longer than writing the code.”

“Big PRs sit for days before anyone picks them up.”

What changed
  • Additional review for large PRs
  • Estimated time to review on every PR
  • AI code review
What the pulse showed

2.6→3.4

Same topic, same team, eight weeks later

“Large PRs get a second reviewer the same day now.”

See what your teams shipped beside what they said

LinearB engineering metrics track cycle time, DORA and AI adoption for the same teams you survey, in the same platform.
See engineering metrics

Developer surveys FAQs

Company engagement surveys cover everyone from sales to legal, use questions you didn't write, and report by department weeks later. LinearB Surveys asks questions only engineers can answer, scores them by delivery team, in the same platform as the delivery metrics for those teams.

Yes. LinearB hides scores for any team, topic or question with fewer than 3 responses, and hides comments, open-text answers and multiple-choice selections with fewer than 5.

Primary Admins and Super Users. They create, launch and end surveys and view results. Team managers and other users don't see survey results.

Through a Slack direct message with a personal link, so they can answer without logging in to LinearB. Organizations without Slack can contact LinearB support about enabling Surveys. Read the Surveys docs

Yes. Add your own topics and questions alongside the standard ones, as 1 to 5 ratings, multiple choice or open text. Ratings feed the scores. Multiple-choice answers show as their own results, and open-text answers come out in the CSV export.

We recommend an organization-wide survey each quarter, with pulse surveys for single teams in between. Duplicate a survey to run it again, so each round compares like with like.

Ask your developers how the last year of AI landed