Developer Productivity Assessment
A quantitative 4-pillar maturity assessment that benchmarks your engineering team's productivity practices and generates a structured readiness score.
Overview
The Developer Productivity Assessment is a structured questionnaire that combines manager-supplied answers with live metric data pulled directly from Koalr. The output is a maturity report showing where your engineering practices stand today, how you compare to similar teams, and what to fix first.
It is not a sentiment survey. Scores are anchored to observable behaviors and real delivery data — DORA rates, cycle times, review health — so the results are repeatable and defensible in leadership reviews.
The 4 Pillars
| Pillar | What it measures |
|---|---|
| Development & Tools | CI/CD adoption, test coverage, deployment frequency, change failure rate, toolchain maturity |
| Ways of Working | PR size discipline, review turnaround, branch hygiene, on-call load, incident response process |
| Product Management | Planning cadence, story refinement quality, backlog health, cycle time predictability |
| Culture & Collaboration | Psychological safety proxies, cross-team dependency patterns, knowledge sharing, onboarding ramp time |
Each pillar is scored independently on a 0–100 scale and rolled up into an overall maturity score.
How It Works
- Managers answer roughly 40 questions covering current team practices. Questions use a 1–5 rating scale (e.g., "How consistently does your team write tests before merging?").
- Koalr combines responses with live metric data. DORA four-key metrics, PR cycle time, and review health scores from your connected integrations are weighted into the pillar scores automatically.
- Scores are computed per pillar and surfaced alongside peer benchmarks derived from anonymized data across teams of similar size and stack.
The questionnaire takes roughly 15–20 minutes to complete. Koalr saves progress, so managers can finish in multiple sessions.
Assessment Output
| Output | Description |
|---|---|
| Pillar gauge | SVG arc gauge (0–100) for each of the 4 pillars |
| Overall maturity score | Weighted composite across all pillars |
| Peer benchmark band | Where your team sits vs. teams of similar headcount |
| Improvement recommendations | Ranked list of specific actions per pillar, ordered by estimated impact |
Recommendations link directly to the relevant Koalr pages (e.g., a low "PR size discipline" score links to the Pull Requests page with a pre-applied filter for large PRs).
Recommended Cadence
Run the assessment quarterly. Re-scoring every 90 days gives you enough time for improvement actions to show up in the underlying metrics, while keeping the feedback loop tight enough to course-correct.
Koalr stores all historical assessment runs. The Assessment history view plots your pillar scores over time so you can demonstrate maturity improvement to leadership or investors.
Access & Permissions
Only users with the Admin or Owner role can initiate a new assessment. Team members and Managers can view completed assessment results but cannot create or edit assessments.
To start a new assessment, navigate to Assessment in the left sidebar and click New Assessment.
Related Docs
- DORA Metrics — the delivery metrics that feed into Development & Tools scores
- Focus Summary — work breakdown data used in Ways of Working scoring
- Teams and Members — configure your team structure before running assessments