Code comments. Slack threads. Old emails. Confluence pages nobody reads.
LivingDocs connects every source of institutional knowledge into one searchable layer — powered by Claude. Your engineers stop guessing and start shipping.
The numbers are uncomfortable. Here's what the research says about what your team is quietly losing.
LivingDocs indexes your code documentation, Slack channels, Microsoft Teams conversations, and email threads into a single knowledge base. Powered by Claude, it understands context — not just keywords.
GitHub, Slack, Teams, email, Confluence — connected in minutes, not weeks. No new infrastructure required.
Code comments, architectural decisions, incident threads, onboarding emails — all searchable from one place.
Claude answers from your actual team's conversations and code — not generic training data.
Know exactly which documentation hasn't kept up with the code. Staleness scored 0–100% per file.
Find source files with zero documentation, ranked by git commit frequency. Prioritise what matters most.
Bus factor analysis across your entire codebase. Alerted when one engineer owns 60%+ of a critical file — before they hand in their notice.
That architectural decision made in a Slack thread 18 months ago? Indexed, searchable, retrievable in seconds.
Engineering decisions buried in email chains become part of your knowledge base automatically. Gmail, Outlook, any IMAP provider.
Updated docs written back to Confluence automatically. No copy-paste. No drift. Pages created if they don't exist.
For individual developers
For teams
For large organisations
AI engine for all queries and suggestions. Context-aware, not keyword-based.
Source of truth for code and git history. Commit frequency drives gap prioritisation.
Index channel conversations and decisions. Threads grouped so context is preserved.
Graph API integration, no bot needed. Requires Azure AD with ChannelMessage.Read.All.
Gmail, Outlook, any provider. Engineering decisions buried in email, made searchable.
Read and write back automatically. No copy-paste. Pages created if they don't exist.
GitHub Copilot agent mode support. Drop in a .vscode/mcp.json and all tools are available.
Full MCP server integration. Scan, query, and update docs from the Claude chat interface.
Last updated: 2026-05-22 · Novaders LLP
LivingDocs gives your engineering team institutional memory — the kind that doesn't walk out the door, sit unread in Confluence, or get buried in a Slack thread from 2023.