Living DocumentUpdated Jun 26, 07:31 AM
Living knowledge that never goes stale.
Most documentation is written once and rots. Lornian turns knowledge into active infrastructure, auto-drafted from your work, synced with your code, and surfaced exactly when you need the decision history.
The knowledge atlas
Every doc, decision, and thread — mapped, synced, and searchable in place.
ADR-017: Rate Limiting Strategy for the Public API
Token-bucket limits per API key, burst allowance scoped by plan tier. Every response now carries X-RateLimit-Remaining, replacing the fixed 100/min ceiling that throttled agencies running concurrent client syncs.
Milestone Recap: Q3 Deployment Pipeline Hardening
Auto-drafted from the milestone close event — three deploys shipped this cycle, change-failure rate held at 2%, and lead time dropped to 18 minutes.
Onboarding Runbook: New Client Workspace Setup
Generated from the first five completed onboarding tasks. Covers workspace creation, developer assignment, and the tokenized client_register invite flow.
Every draft lands labeled, before anyone opens it
Git pushes, uploads, and AI-generated drafts land in the same queue — sourced, scored, and status-tracked the moment they arrive.
Six things that happen without anyone opening a doc
A merged PR drafts a doc
Git diffs, completed tasks, uploaded files, Drive documents and Notion pages are five different inputs to one job. All five come out as a draft waiting for review.
The project doc rewrites itself
A milestone lands, a deploy completes, and the living doc folds the event in — streaming the rewrite as it happens. You watch it update; you never update it.
Duplicates surface themselves
When two docs drift into saying the same thing, embedding similarity notices before a human does, and proposes the merged body.
Search is meaning, not keywords
Every doc is embedded on write. Asking why you dropped the queue finds the decision even when nobody wrote the word “queue”.
The rewrite keeps its history
Full version history per doc. The reasoning that got overwritten last March is still readable in March’s version.
Drive and Notion keep arriving
Per-file cursors make a re-sync incremental rather than a re-import. Point it at a folder once and stop thinking about it.
The knowledge loop in real 3D
Interactive real CSS 3D scenes illustrating how living knowledge is verified, unified, and queried in under 50 milliseconds.
Verified Doc Co-Sign
Every auto-drafted document arrives with the model’s own confidence score and rationale attached, for a human to weigh before publishing.
Unified Workspace Hub
Scattered markdown docs, commits, and PR threads converge into a single operating layer.
Instant Query Latency
Local-first semantic search traverses your entire knowledge base in under 50 milliseconds.
Bring living knowledge to your team
Stop documentation from rotting. Join the waitlist, or book a walkthrough of the sync.