project managementContext + Linear
Connect Linear issue context to your engineering knowledge graph
OVERVIEW
Linear has become the default project tracker for modern engineering teams, prized for its speed, opinionated workflows, and developer-first design. But the knowledge embedded in Linear issues -- the context behind why a feature was scoped, what trade-offs the team debated, and how a bug was ultimately resolved -- stays locked inside issue threads, disconnected from the pull requests, Slack conversations, and documentation where the real work happens.
Context bridges that gap by extracting the full narrative from Linear issues, comments, and updates, then weaving it into your organization's knowledge graph. When an engineer searches for context on a past decision, they don't just find the Linear issue -- they find the related GitHub PR, the Slack thread where the team discussed the approach, and the Notion doc that captured the final architecture. Every cycle, project, and roadmap item becomes a rich node in your knowledge graph, connected to the artifacts that give it meaning.
Because Context deploys on-premise or in your VPC, your Linear data never leaves your infrastructure. Enterprise teams get SAML SSO and SCIM provisioning integration, full audit logging, and granular access controls that respect Linear workspace and team permissions.
KEY CAPABILITIES
Key Capabilities
- 01Issue narrative extraction including comments, reactions, and status updates with full thread context preserved
- 02Cycle and project knowledge aggregation linking sprint artifacts to outcomes across tools
- 03Cross-team issue relationship mapping connecting parent issues, sub-issues, and blocking dependencies into a navigable graph
- 04Label-based topic clustering that groups related issues across teams and projects by shared labels and metadata
- 05Roadmap item context enrichment linking strategic initiatives to the tactical issues, PRs, and discussions that implement them
- 06Attachment and linked resource indexing connecting external documents, Figma files, and URLs referenced in issues
USE CASES
Use Cases
Sprint Retrospective Intelligence
Automatically gather all context around a cycle's issues -- related pull requests, Slack discussions, documentation updates, and code review threads -- so your team walks into retrospectives with a complete picture of what happened, why decisions were made, and where bottlenecks occurred. Instead of relying on memory, search for any issue and see its full story across every tool your team uses.
Product Decision Tracing
Trace the full lineage of why a feature was prioritized by linking Linear roadmap items to customer feedback captured in Zendesk, sales notes in Salesforce, and strategic discussions in Slack. When stakeholders ask "why did we build this?" six months later, Context surfaces the complete decision trail from initial request through implementation.
Cross-Team Dependency Resolution
When an issue blocks another team, Context maps the full dependency chain across Linear projects and connects it to related artifacts in other tools. Engineering managers can search for a blocked issue and instantly see the upstream team's progress, the relevant Slack discussions, and the design files that inform the dependency -- eliminating the back-and-forth that slows cross-team coordination.
New Engineer Onboarding Context
New team members can search for any area of the codebase and instantly find the Linear issues that shaped it, the design discussions in Figma, the architectural decisions captured in Notion, and the code reviews in GitHub. Context transforms your Linear history from an opaque backlog into a searchable institutional memory that accelerates onboarding from weeks to days.
HOW IT WORKS
How It Works
DATA FLOW
SECURITY & COMPLIANCE
Security & Compliance
SOC 2 Type II
GDPR
HIPAA
ISO 27001DEPLOYMENT
Deployment Options
DEPLOYMENT ARCHITECTURE
FREQUENTLY ASKED QUESTIONS
Frequently Asked Questions
Does Context index Linear issue comments and updates?
Yes. Context extracts the full narrative from every issue, including all comments, status transitions, assignee changes, label modifications, and linked resources. Comments are particularly valuable because they often contain the reasoning and context behind decisions that the issue description alone does not capture.
How does Context handle Linear workspace permissions?
Context respects your existing Linear workspace and team-level permissions. When a user searches the knowledge graph, results are filtered based on their access level in Linear. Private teams and restricted projects remain invisible to users who do not have access in Linear, ensuring your security model is preserved.
What data does Context extract from Linear?
Context indexes issues (title, description, comments, status, priority, labels, assignees), projects (name, description, status, milestones), cycles (scope, progress, dates), roadmap items (initiatives, targets, progress), and all relationships between these entities. Attachments and linked URLs are also indexed for context.
Can I connect Linear and GitHub data in Context?
Absolutely. This is one of the most powerful combinations. Context automatically links Linear issues to their associated GitHub pull requests, branches, and code reviews. When you search for context on a feature, you see the Linear issue that defined it, the PR that implemented it, and the code review discussion -- all connected in the knowledge graph.
Does Context support Linear Enterprise features like SAML SSO?
Yes. Context is designed for enterprise deployments and fully supports Linear Enterprise features. SAML SSO and SCIM provisioning integrate with your identity provider, audit logs capture all access events, and on-premise deployment ensures your Linear data never leaves your infrastructure.
How quickly does Context sync new Linear issues?
Context uses Linear webhooks for near real-time incremental sync. New issues, comments, and status updates typically appear in your knowledge graph within seconds of being created in Linear. The initial full sync depends on workspace size but most teams complete indexing within an hour.
SETUP OVERVIEW
Setup Overview
Connect your Linear workspace in minutes. Authorize Context via OAuth or provide a workspace API key with read access. Select which teams and projects to index, configure access controls to match your Linear workspace permissions, and start the initial sync. Context will begin extracting and connecting your Linear knowledge immediately, with most workspaces fully indexed within an hour.
RELATED INTEGRATIONS
Related Integrations
GitHub
Connect GitHub to Context and transform code reviews, issues, and pull requests into searchable enterprise knowledge. Works with GitHub Enterprise Cloud and GitHub Enterprise Server.
Slack
Connect Context to Slack to surface organizational knowledge buried in conversations, threads, and channels. Permission-aware indexing with on-premise deployment.
Confluence
Connect Context to Confluence to link documentation, design decisions, and team knowledge to every tool in your stack. Permission-aware indexing with on-premise deployment.
Notion
Connect Notion workspaces to your on-premise knowledge graph. Context indexes pages, databases, and nested content structures to surface cross-tool relationships across your entire organization.
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