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CodePulse
Beyond The Metrics

Hear What The Dashboard Cannot Show You

Pull request data tells you what your team shipped. It cannot tell you whether your engineers are frustrated with their tooling, stretched thin, or about to leave. Developer experience surveys give the team a voice, and put that voice next to the GitHub data you already trust.

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CodePulse developer experience surveys feeding the SPACE satisfaction dimension

Delivery looks fine until someone resigns

Throughput holds steady right up to the day a senior engineer hands in notice. By then the cost is already paid - a backfill that takes months, knowledge that walks out the door, and a team that quietly absorbs the gap. Raw metrics are a lagging signal for how people feel. Burnout is a management failure, not a personal one, and you cannot manage what you only find out about in an exit interview.

The SPACE framework (Forsgren et al.) names satisfaction and well-being as a dimension you cannot infer from activity data alone.

Surveys and system data in one place

CodePulse runs developer experience surveys where your engineering data already lives. You see how the team feels next to cycle time, review load, and PR throughput - qualitative signal and quantitative signal read together. Surveys are developmental and team-first. They are never used to rank individuals.

01

Build your question set

Create and order your own questions, or start from a default set covering satisfaction, well-being, tools, team, and process. Choose the format that fits each question - 5-point Likert, 7-point Likert, NPS, or free text.

02

Set the cadence

Run surveys weekly, monthly, or quarterly. Surveys appear to signed-in developers and respect your frequency and participation rules, so people are asked at a steady rhythm rather than buried in reminders.

03

Collect honest feedback

Responses are anonymous by default, so people answer truthfully. The admin view never exposes who left an anonymous response, regardless of role, so the anonymity promise holds.

04

Read feeling against reality

Track category scores over time, review responses, and feed satisfaction into the SPACE dimension alongside your GitHub delivery metrics. When sentiment dips while review load climbs, you see both signals together.

Key Metrics You Will Track

Category Scores

Average scores across satisfaction, well-being, tools, team, and process, so you know which part of the experience needs attention

Participation Rate

The share of the team responding each period - a direct read on whether people feel heard

Sentiment Over Time

Weekly trend lines per category reveal whether morale is recovering or sliding before it shows up in delivery

SPACE Satisfaction

Survey scores feed the satisfaction dimension of the SPACE framework, sitting next to performance and activity data

See Developer Experience Surveys in Action

Connect your GitHub account and get insights in under 5 minutes. Free forever for small teams.