Docs-as-code
Your repository AGENTS.md and CLAUDE.md become first-class, durable guidance, readable by humans and agents alike.
Platform · Living Knowledge
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.
Documentation decays into "digital entropy". 53% of teams struggle to prioritise because their data is unreliable, and tribal knowledge walks out the door whenever someone leaves.
How a doc stays current
01
Active auto-documentation
AI agents continuously audit commits, PRs, and task transitions, proactively drafting doc updates for human review instead of waiting for someone to remember.
02
Bidirectional Git sync
Markdown in the codebase and visual docs in the UI stay in constant CRDT-based sync. Edit in either place; both reflect instantly, conflict-free.
03
Semantic Sidebar
Open a task and an agent retrieves the historical rationale: the “why” behind past decisions, related threads, and linked reviews, right beside your work.
04
Local-first search
The active knowledge index lives in the browser (IndexedDB) and answers in under 50ms, so context lookups never break your flow.
Every document, connected to what cites it
Click a node to see why it exists.
Livingpublished
Auth decision log
Auto-drafted from the auth refactor PR, then reviewed. Cited by 12 other docs, the highest-traffic decision record in the project.
What you can search, and what it knows
Always current
Because docs are drafted from real activity, the knowledge base reflects the actual state of the product, not last quarter’s intentions.
Tribal knowledge preserved
Decision rationale is captured at the moment it is made. Institutional memory survives turnover.
Top-K retrieval
Server-side semantic filtering returns only the most relevant context chunks, cutting token usage by up to 98%.
<50ms
semantic retrieval, no round-trip
Local-first IndexedDB index98%
reduction in context token usage
Top-K filteringBring living knowledge to your team
Stop documentation from rotting. Join the waitlist, or book a walkthrough of the sync.