Snapshots

Snapshots deliver actionable insights through self-reported experience data, metrics, and benchmarks. Snapshots allow engineering leaders to connect developer experience drivers to business outcomes, enabling you to quantify the value of improvements and make the right investments.

How snapshots work

Snapshots provide a structured, repeatable process to measure and improve developer experience within your organization:

  • Survey delivery and participation: Snapshots integrate seamlessly into existing communication channels, such as Slack. Members of your organization can expect a short, user-friendly survey that takes approximately 5-10 minutes to complete. Snapshots typically occur quarterly, ensuring regular insight into the team’s developer experience.
  • Expert question design: Developed by industry experts and aligned with leading frameworks (DORA, SPACE), snapshot questions measure critical developer experience drivers, workflows, and satisfaction, summarized in the Developer Experience Index (DXI).
  • Benchmarking and analysis: Responses are compared against extensive peer benchmarks, enabling accurate performance assessment and revealing key improvement areas. Automated analytics tools provide clear, actionable insights.
  • Contextual actionability: Each snapshot is complemented by in-depth reporting and recomendations, guiding teams to interpret results effectively, prioritize enhancements, and monitor ongoing improvements to business outcomes.

Features

  • Comments: Qualitative feedback is surfaced alongside scores to provide context.
  • DXI: A composite score synthesizing cultural drivers, workflow efficiency, and satisfaction metrics—designed by experts and aligned with DORA and SPACE frameworks.
  • Detailed reporting: Gain access to digestible dashboards with AI‑driven summaries and data visualizations.
  • Industry comparison: Performance is measured against benchmarks compiled across 500+ peer organizations.
  • Driver questions: Measure organizational culture (e.g., collaboration, decision-making) to identify areas with high impact potential.
  • Workflow questions: Assess real-world developer processes to uncover bottlenecks in the SDLC.
  • Heatmap & Hotspots: Visual dashboards highlight areas where scores significantly diverge from past snapshots or industry benchmarks.
  • CSAT scores: Five-point satisfaction ratings offer quick sentiment snapshots on tools and workflows.
  • Developer time allocation: Captures how developers spend time across projects and tasks to optimize resource focus.
  • DX Playbooks: A resource hub linking snapshot insights to prescriptive guides and best practices for frontline teams.
  • Branching: Show different driver, workflow, and CSAT questions based on a branching question.
  • Nudges: Automate reminder DMs to boost engagement.
  • Triage: Allow team leads to categorize feedback depending on priority and actionability.