AI return on investment, Jira, Asana and Bitbucket
See what your AI spend bought, and connect the rest of your tools.
- An AI adoption date and a return-on-investment view, with AI spend by ticket and initiative.
- Your own AI usage, private to you, and session metrics by team and tool.
- Jira Cloud and Asana tickets linked to pull requests.
- Bitbucket Cloud as a code source.
- incident.io and Opsgenie incidents alongside PagerDuty.
- A report builder for custom reports you can save.
- A collaboration network and review load per team and reviewer.
- Stored credentials and export files are encrypted with a key per workspace, destroyed when the workspace is deleted.
Org hierarchy, initiatives and ticket reports
Shape DevGlimpse like your company, and follow work from ticket to delivery.
- An org hierarchy with director roll-ups, and a reporting-line scope for individual metrics.
- Initiatives with progress, a forecast and linked pull requests.
- Predictability, Bug Creation, Bug Resolution and Bug Workload reports.
- A calendar or business-time toggle on every duration page.
- Ticket cycle time and work in progress per person on the Benchmarks page.
Public API
Read your workspace’s metrics from your own tools.
- A REST API with an OpenAPI description, included by plan.
- Backfill progress now shows an estimate for each run.
GitLab, agent sessions and attribute slices
A second code host, and a closer look at what AI agents actually produce.
- GitLab merge requests, notes, commits, groups, pipelines and deployments.
- Agent sessions linked to the pull requests they produced.
- AI output against merged code, and edit acceptance rates.
- One person across providers, linked automatically or by hand.
- Attribute filters and group-by, with a minimum slice size.
Alerts, incident-based DORA, CI analytics and MCP
DevGlimpse tells you when something changes, and answers your AI assistant.
- Alert rules with history, delivered to Slack and Microsoft Teams.
- Nightly anomaly detection with markers on trends.
- PagerDuty incidents behind time to restore and change failure rate.
- CI Analytics for workflow runs and jobs.
- An MCP server so your AI assistant can query DevGlimpse, read-only.
- Linear tickets linked to pull requests.
- Working hours, holidays and Benchmark History.
- Gemini CLI as an AI source.
Custom dashboards, share links, digests and AI sources
Build your own view of delivery, share it, and bring in AI assistant usage.
- A dashboard editor, saved views and share links with a read-only viewer.
- Weekly team, personal and channel digests.
- Add AI Source for Claude Code and Codex CLI over OpenTelemetry.
- Linear connect and backfill.
- Contributor attributes from a CSV upload.
Accessibility baseline and the audit log page
The app meets WCAG 2.1 AA, and admins can read the audit log in it.
- Keyboard access, contrast and screen-reader labels across the app.
- An audit log page with filters and a complete CSV export.
Docs, a metric glossary and What’s new
DevGlimpse now has public docs, a glossary of every metric and this changelog.
- Setup guide and a plain explanation of why each GitHub App permission is requested.
- A metric glossary that always matches the definitions behind your dashboards.
- What’s new in the app shows the changes you have not seen yet.
Workspace IP allowlist
Restrict sign-in and every workspace request to your own IP ranges, included by plan.
Workspace settings, integration health and privacy controls
Admins get more control over the workspace, and individual metrics get stronger privacy options.
- Rename the workspace, add a logo and set billing and security contacts.
- Notices when an installation is suspended, repositories are removed or sync keeps failing.
- A minimum group size and a pseudonymous mode for individual metrics.
- Invite people by email with a one-time sign-in link.
Industry benchmarks, deploy detection and DORA metrics
Compare your delivery against industry targets and track the four DORA measures.
- Deploy frequency, time to restore, change failure rate and lead time for changes.
- Weekly benchmark values with targets on a dedicated page.
- AI tool contributions read from git artifacts.
Pulse surveys and the PR Workflow report
See where pull requests wait, and ask your teams how delivery feels.
- PR stages: first commit to open, open to first review, review to merge.
- Cycle-time percentiles so outliers do not hide behind an average.
- Short pulse surveys with team-level results.
Organized reports and guided setup
Reports are grouped by category, and connecting GitHub is a guided step.
- Category navigation across the app.
- Add GitHub Integration with the repository option (all, all excluding forks, or selected).
- Setup tasks on the home page.
DevScout is now DevGlimpse
A new name and a redesigned sign-in, with light and dark themes.