A memory layer for
engineering knowledge.
Nucipal connects AI tool sessions, code, docs, tickets, and messages
so every answer has evidence behind it.
How It Works
Build memory from everyday work.
Capture
Context enters automatically
An engineer debugs with Claude Code. A PR contains an architecture decision. A Slack thread resolves a debate. Nucipal captures it, automatically.
Link
Sources stay connected
Nucipal connects every piece of context. The incident to the PR, the fix to the agent session. One verifiable trail across your entire engineering stack.
Distill
Only durable knowledge
Not every Slack message matters. Nucipal separates durable know-hows and reusable context from noise, so what surfaces is actually useful.
Reuse
Memory compounds
The next engineer, incident, or AI agent session starts with the full story. No one has to write documentation. The work itself creates the knowledge.
Connects to your engineering stack
Nucipal ingests signals from the tools your team already uses:
GitHub, Slack, Jira, Notion, Claude Code, Cursor...