Linkence for GitHub, AI assistant for repository knowledge, issues and pull requests

AI search for engineering knowledge in GitHub

Linkence focuses GitHub retrieval on readable repository knowledge, issues, pull requests, review discussions, and docs that help teams answer operational questions.

Permissions focus on the repository content your admins authorise. Writes can flow through Actions with explicit approval, so accidental changes do not slip through a chat typo.

What Linkence can search in GitHub

Linkence focuses on readable repository knowledge your workspace selects: issues, pull requests, review threads, and documentation files such as README and markdown when authorised, not silent indexing of every private repo in an organisation unless configured.

• Issues, PRs, and review discussions
• README and docs paths included in connector scope
• Links and references that connect to Jira or Confluence when those connectors are active

What Linkence can do with GitHub

GitHub primarily powers cited engineering answers. With Actions and approvals, Linkence can help prepare comments, summaries, or linked updates your policy permits, still distinct from unattended bots merging code without review.

• Summarise release risk from open PRs and issues
• Prepare human-reviewed responses or internal summaries referencing repos
• Cross-link tickets and wiki pages for escalation narratives

GitHub scenarios for engineering teams

• Pull request summaries
• Issue history search
• README and documentation search
• Release risk review
• Incident investigation
• Jira and Confluence context linking
• Engineering onboarding

Where GitHub adds value

GitHub context helps answer questions about why a bug was fixed, which PR introduced a behaviour, where setup instructions live, what reviewers asked for, and how a repository connects to a Jira ticket or Confluence design.