Connect Your Entire
Development Stack
Deep integrations with AI providers, work tracking tools, and more. Complete visibility from research to deployment.
Deep GitHub Integration
Go beyond basic git metrics. Connect organizations, teams, repositories, pull requests, issues, and deployments for complete traceability.
Organizations & Teams
Sync your GitHub org structure. Automatic team member mapping and access control.
Pull Requests (48 Measures)
Review time, comment count, approval patterns, merge rate, cycle time, and more.
Issues (53 Measures)
Resolution time, assignment patterns, priority distribution, status transitions, aging analysis.
Deployments
Track deployments across environments. DORA metrics, deployment frequency, success rates.
Full Traceability
Link AI coding sessions directly to pull requests and deployments. See the complete journey from AI prompt to production.
Jira Integration
Connect your Jira Cloud workspace for team sync, issue tracking via webhooks, and seamless user linking across platforms.
Team Sync
Sync Jira teams or groups to GuideMode. Automatic user linking by email across platforms.
Real-Time Webhooks
Instant updates when issues are created, updated, or resolved. Optional JQL filtering.
Issue Type Mapping
Map Jira issue types to GuideMode categories (feature, bug, chore, discovery, incident).
Rich State Tracking
Open, in progress, and closed states. Better cycle time analytics than GitHub alone.
Secure OAuth Authentication
Industry-standard Atlassian OAuth 2.0 with optional admin scopes for webhook management.
Coming Soon
Expanding our integration ecosystem to cover your entire development workflow
GitLab
Complete DevOps platform integration with CI/CD, merge requests, and deployment tracking.
Notion
Documentation tracking, knowledge base metrics, and research documentation analysis.
Fintune
Financial planning and forecasting for dynamic product organisations.
Need a Specific Integration?
Let us know what tools you use. We prioritize integrations based on customer feedback.
Request an IntegrationWhy Our Integrations Are Different
Depth Over Breadth
We don't just connect - we extract deep insights. 119 metrics from AI sessions, 48 from PRs, 53 from issues.
End-to-End Traceability
Link AI sessions to PRs to deployments. See the complete journey from idea to production.
Real-Time Updates
Live data sync with minimal latency. See what's happening now, not last night's batch job.
Configurable
Mapping of labels and environments to match your workflow. No two teams have to work the same.
AI Coding Assistants
Full session tracking across all major AI coding platforms
Claude Code
Complete session tracking including plan mode, todo lists, git operations, tool usage, and conversation analysis. Most comprehensive metrics available.
Cursor
Full interaction monitoring with conversation tracking, code suggestions, file operations, and session effectiveness metrics.
GitHub Copilot
Session analytics covering code completions, acceptance rates, usage patterns, and productivity metrics.
Gemini Code Assist
Complete conversation tracking, tool usage monitoring, code generation analytics, and session success metrics.
OpenCode
Session monitoring with interaction tracking, code output analysis, and effectiveness measurements.
What We Track (All Providers)
- • Message count & turn-taking
- • Context length & token usage
- • Conversation depth & quality
- • Lines of code generated
- • File operations & changes
- • Code quality metrics
- • Session duration & efficiency
- • Task completion rate
- • Success indicators
- • Tool call frequency
- • Success/failure rates
- • Automation patterns
Connect Your Tools Today
Start getting insights from your entire development stack. Free for local use, team features available.