Memo
Knowledge retention for teams building with agents
Lifts the decisions buried in agent transcripts out as grounded facts — a node, an edge, a source, all backed by Atlas — that a team reviews, keeps and actively recalls.
memo.handgemacht.aiTechnology partners
Build your product on Atlas.
Atlas turns raw material into adaptive, auditable knowledge. Technology partners build their own products on top of it, or connect their own systems to it, without rebuilding that foundation themselves. The adaptive engine and knowledge structure are already there. You build what sits on top.
What you build on
The foundation, ready to build against.
01
Adaptive engine
Learning behaviour that adjusts to domain and context, available to your own product rather than rebuilt from scratch.
02
Auditable knowledge structure
A connected, traceable knowledge model your product can read, adapt and teach from.
03
API access — coming soon
Programmatic access to Atlas for building directly against its structure and engine. In development now.
04
MCP support — coming soon
Atlas as a connected tool for agentic systems, so your agents work with structured, auditable knowledge instead of raw retrieval. In development now.
In practice
Already building on Atlas.
Handgemacht
Handgemacht builds developer-facing products on Atlas, putting its adaptive, auditable knowledge structure to work for engineering teams.
Claude Code Course
Adaptive learning inside Claude Code
Runs inside Claude Code itself, with a knowledge graph that tracks what each developer already knows so they only work on what's new.
agentic-coding.handgemacht.aiBuild with us
Have something you want to build on Atlas?
Tell us what you're building or what you'd want to connect, and we'll work out whether Atlas is the right foundation for it.