Ask anything about your engineering org.
Engineering managers spend hours every week chasing answers. "Who has experience with the billing system?" "What did the backend team ship last week?" "How is the new hire ramping?" GitSignal's AI assistant answers all of these instantly — backed by data from every commit and PR.
AI assistant with full org context
GitSignal's AI knows your entire engineering history. It has analyzed every commit, every pull request, every developer's contributions across all connected repositories. Ask it anything:
- "Who has the most experience with our authentication system?"
- "What did Sarah ship last week?"
- "How is the payments feature progressing?"
- "Which developers are working on the most complex problems?"
- "Give me a summary of the backend team's output this month"
Answers are grounded in actual code activity — not self-reported status updates or memory.
Always-current dashboards
GitSignal dashboards update automatically as your team works. No refresh meetings. No stale spreadsheets. When your VP asks what the team shipped, the answer is already there — with AI-generated summaries that non-technical leaders can read.
Visibility without surveillance
GitSignal is built for engineering leaders who want to understand their team's output, not monitor individual keystrokes. We analyze commits and PRs — the work products your team already creates. No screen recording, no time tracking, no keystroke logging.
Every metric is transparent and explainable. Developers can see their own dashboards and understand exactly how scores are calculated.
Get started
Connect your repos and ask your first question in minutes. Start free or see the assistant in action with sample data.
FAQ
Engineering visibility questions
What can I ask GitSignal about?
You can ask about analyzed engineering activity, such as what a team shipped or which contributors worked on an area represented in the connected GitHub data.
Is GitSignal a code search or time-tracking tool?
No. GitSignal provides context from analyzed commits and pull requests; it is not presented here as code search, screen monitoring, or keystroke tracking.
Related features
- Automated standups — Daily activity summaries written from your GitHub commits and pull requests.
- GitHub analytics — Feature timelines, work-type distribution, and readable summaries of shipped work.
- Developer metrics — Effort-weighted hours, impact, difficulty, and efficacy for review conversations.