Memory that
sticks.
honeycomb runs underneath your coding assistant as a local daemon. It captures every turn, distills it into source-backed memory, and recalls the right context before the next turn, across every tool.
Your AI agents forget everything.
Close the window and the context is gone. Open a different tool tomorrow and it has never heard of your project. So you re-explain your conventions and re-discover fixes that already worked.
Capture. Distill. Recall. Compound.
One simple loop runs quietly in the background. The more you use it, the sharper it gets, instead of noisier.
Capture
Notice what happens as you work: prompts, actions, results. Cheap, instant, never in the way.
Distill
Turn raw transcripts into clean notes: a one-line key, a short summary, the full original on demand.
Recall
Hand the right notes back at the start of every session, matched by your words and by meaning.
Compound
Tidy itself over time: merge duplicates, prune junk, supersede stale facts. Sharper, not noisier.
Receipts, or it doesn't count.
Every recalled memory shows its source (a file path or a session id) and a relevance score. Verified means a human-checked, source-backed fact. No black box, no guessing.
Works underneath six
coding assistants at once.
A note written while using one assistant is recalled by another. Switch tools mid-project and the context comes with you.
One brain for the whole team.
A teammate solves a tricky migration on Monday; the reusable lesson reaches everyone's assistants by their next session, no file passed around. Memory stays shared and separated, scoped cleanly across org, workspace, and project.
See everything it remembers.
A simple local web page: your memories, connected tools, shared skills, a map of your codebase, and the health of everything. No database knowledge required.
Private by default. Your store, your rules.
Memories live in your own Deep Lake store, separated cleanly by team and project, versioned and inspectable. Secrets are kept apart and never shown to an assistant.
Your store, powered by Deep Lake
The local daemon is the only thing that connects to it. Host it in your own cloud if you want.
Loopback only
On a single machine the daemon binds 127.0.0.1:3850, and listens only to your own computer.
Versioned & inspectable
Full history on every memory. Sharing is opt-in by design; nothing bleeds across lanes.
Give your agents a memory.
One command. The daemon binds loopback only, captures every turn, and recalls source-backed memory before the next, across every harness, for you and your team.