// coming Q4 2026 · alpha closing now

Memory for engineering teams and their agents.

Your tools remember what you typed. None of them remember what you learned. We're building the memory layer that does for your team, and the agents working beside them.

One email when we open the alpha. No newsletter.
Memcac live memory graph An animated knowledge graph: typed memory nodes form, link, contradict, and consolidate over time. semantic episodic procedural working

Notion stores. Mem0 retrieves. Memcac synthesizes.

Storage is passive. Retrieval is mechanical. Synthesis is a category we had to build from scratch.

passive · siloed · stale
notion · obsidian · drive
active · linked · evolving
memcac · live graph

Three things we'll say now. The rest at launch.

memcac core claude-code trust 0% cursor trust 0% codex trust 0% promote to auto-approve?
━━ preflight injection  ·  anti-pattern force-warn  ·  trust earned over time
01 / 03

Your agents stop starting from zero

Every session begins with what your team already learned, not a blank slate.

daemon · active
retrieval policy ↻ policy updated
keyword
semantic
recency
graph-depth
? query
02 / 03

It gets sharper the more you use it

The longer it lives alongside your work, the better it gets at surfacing what matters.

your machine graph embeddings extraction anthropic openai google 100% local air-gap mode
03 / 03

It never leaves your laptop

Local first by default. Bring your own model. Air-gapped the moment you want it.

Built on five years of memory research.

We're targeting state of the art on the public memory benchmarks - LongMemEval, LoCoMo, conflict resolution with sub-second local retrieval as the bar. Numbers when the alpha can back them up.

// public research we build on — influences, not affiliations

Not a wrapper. Not a vector store with a friendly UI. The architecture of the 2025–26 memory papers, shipped.

Be the first engineer to ship with it.

We're opening 100 alpha seats in Q4 2026. Real architects with real graphs to build. Get on the list and we'll send a single email when alpha opens.

One email when alpha opens. No newsletter. No marketing list. Unsubscribe is one click but you won't need it.