Connectors / Integration
Connect Confluence and GitHub to Keep Docs and Code in Sync
Automate technical knowledge flow between your wiki and your repositories so engineers always have current docs — without the manual upkeep.
Confluence + GitHub integration
Confluence and GitHub are where modern software development actually happens — one holds your product's living documentation, the other holds the code. But without a direct integration, engineers are constantly bouncing between the two: manually copying release notes, updating wiki pages after PRs merge, tracking issues across disconnected systems. Connecting Confluence and GitHub through tray.ai automates that synchronization so documentation stays accurate, stakeholders stay informed, and developers stay focused on shipping.
Software teams live in two worlds: code (GitHub) and knowledge (Confluence). When those worlds run independently, documentation goes stale the moment a PR merges, release notes go unwritten, and onboarding wikis quietly rot. Connecting Confluence with GitHub through tray.ai builds automated pipelines that trigger documentation updates when code events happen — a merged PR, a new release tag, a closed issue. Engineering leads get audit trails that tie decisions in Confluence to actual commits. Product managers get automatically populated release notes. New developers get wikis that reflect what the codebase actually does. Documentation stops being something teams have to fight for and starts reinforcing itself.
Automate & integrate Confluence + GitHub
Automating Confluence and GitHub business processes or integrating data is made easy with Tray.ai.
Use case
Auto-Generate Release Notes in Confluence from GitHub Releases
When a new release is published in GitHub, tray.ai can automatically create or update a Confluence page with structured release notes, pulling in the release title, tag, description, and linked pull requests. No more writing and publishing release documentation by hand after every deployment cycle.
- Release notes appear in Confluence within seconds of a GitHub release event
- Consistent formatting across all release documentation without manual copy-paste
- Product managers and stakeholders always have access to the latest changelog without needing GitHub access
Use case
Sync GitHub Issues to Confluence Project Trackers
Automatically mirror newly opened or updated GitHub Issues into a Confluence page or database, giving non-technical stakeholders a readable view of active bugs, feature requests, and work items. When issues are closed or labeled in GitHub, the corresponding Confluence entry updates to match.
- Stakeholders can track engineering work without a GitHub account
- Confluence project pages stay current without manual copy-paste of issue data
- Label and status changes in GitHub are reflected in Confluence in real time
Use case
Create GitHub Issues from Confluence Action Items
When a Confluence page is updated with a specific label, macro, or status — say, a technical spec moving to 'Approved' — tray.ai can automatically create a corresponding GitHub Issue and link it back to the source page. Planning decisions become executable work items without anyone re-entering data.
- Engineers get GitHub Issues derived directly from approved technical specs
- Bi-directional links keep Confluence pages connected to their GitHub counterparts
- Nothing falls through the gap between planning and implementation
Use case
Update Confluence Architecture Docs When Repositories Are Created or Modified
When a new GitHub repository is created, renamed, or archived, tray.ai can automatically update a Confluence service catalogue or architecture overview to reflect the change. Your system documentation stays aligned with the actual state of your GitHub organization.
- Service catalogues in Confluence stay accurate without manual maintenance
- Onboarding engineers find current repository information in the wiki
- Repository lifecycle events — creation, deprecation, archiving — are documented automatically
Use case
Post Pull Request Summaries to Confluence Team Pages
When a pull request is merged in GitHub, tray.ai can append a structured summary — author, linked issues, files changed, description — to a team or squad page in Confluence. The result is a running log of engineering activity that anyone in the organization can read.
- Engineering managers can see merged work without digging through GitHub
- Team pages become a human-readable record of code changes over time
- PR summaries can be tagged by project or squad for easy filtering in Confluence
Use case
Trigger Confluence Page Reviews from GitHub Code Review Activity
When a pull request touches files related to a documented component, tray.ai can automatically flag the corresponding Confluence page for review and notify the page owner that related code is changing. Architecture and API docs stay in sync with what's actually being built.
- Documentation owners get a heads-up when related code is under review
- Reduces the chance of docs going stale after major refactors
- Creates a direct link between code change management and documentation governance
Challenges Tray.ai solves
Common obstacles when integrating Confluence and GitHub — and how Tray.ai handles them.
Challenge
Keeping Documentation Current as Code Moves Fast
In fast-moving engineering teams, code changes outpace documentation. PRs merge daily while Confluence pages go weeks without being touched, and the gap between what the code does and what the docs say keeps widening.
How Tray.ai helps
tray.ai listens to GitHub webhook events in real time and triggers Confluence updates automatically whenever code changes occur. Merged PR, closed issue, new release tag — tray.ai maps those events to specific Confluence pages and keeps documentation current without developers having to do anything manually.
Challenge
Bridging Access Gaps Between Technical and Non-Technical Teams
Product managers, executives, and support staff often don't have GitHub access and honestly don't want it — but they still need to know what engineering is working on. Without integration, someone has to manually translate GitHub activity into reports or wiki updates, and that job usually falls to an engineer who has better things to do.
How Tray.ai helps
tray.ai automatically syncs GitHub activity into readable Confluence pages, surfacing issue status, PR summaries, and release notes in a format any team member can follow. Engineers stop being the reporting layer, and stakeholders get accurate, real-time visibility.
Challenge
Avoiding Duplicate Data Entry Across Planning and Execution Tools
Teams write technical specs in Confluence and then re-enter much of the same information when creating GitHub Issues or milestones. It's time-consuming, error-prone, and the link between the planning document and the actual work item is usually fragile.
How Tray.ai helps
tray.ai automates the handoff from Confluence to GitHub, triggering issue or milestone creation directly from spec page content. Page properties like repository name, labels, and assignee map to GitHub fields automatically, so the work item always traces back to its Confluence source.
Templates
Pre-built workflows for Confluence and GitHub you can deploy in minutes.
GitHub Release → Confluence Release Notes Page
GitHub 
Confluence Automatically creates a new Confluence page in a designated release notes space whenever a GitHub release is published, populating it with the tag name, release body, author, and associated repository.
GitHub Issue Created → Confluence Project Log Updated
GitHub Confluence When a new issue is opened in GitHub, this template appends the issue title, number, labels, and assignee to a Confluence page acting as a living project tracker, keeping stakeholders informed without GitHub access.
Confluence Spec Approved → GitHub Issue Created
Confluence GitHub When a Confluence page's status label is set to 'Approved' using a page property macro, tray.ai automatically creates a linked GitHub Issue in the relevant repository, bridging planning and execution.
Merged Pull Request → Confluence Team Activity Log
GitHub Confluence Every time a pull request is merged in a monitored GitHub repository, this template appends a formatted summary to a Confluence team page, building a persistent, readable log of engineering output.
New GitHub Repository → Confluence Service Catalogue Entry
GitHub Confluence When a new repository is created in a GitHub organization, this template automatically adds a new row or page to a Confluence service catalogue, populating it with the repository name, description, visibility, and owner.
Confluence Doc Flagged for Review When Related GitHub PR Opens
GitHub Confluence When a pull request is opened in GitHub that modifies files matching a documented component's file path patterns, tray.ai flags the corresponding Confluence page for review and notifies the page owner.
How Tray.ai makes this work
Confluence + GitHub runs on the full Tray.ai platform
Intelligent iPaaS
Integrate and automate across 700+ connectors with visual workflows, error handling, and observability.
Learn more →Agent Builder
Build AI agents that read, write, and take action in Confluence and GitHub — with guardrails, audit, and human-in-the-loop.
Learn more →Agent Gateway
Expose Confluence + GitHub actions as governed MCP tools — observable, rate-limited, authenticated.
Learn more →Ship your Confluence + GitHub integration.
We'll walk through the exact integration you're imagining in a tailored demo.