honeycomb
One shared, lasting memory for all your ai coding agents. Learn something once, and it is there everywhere: the next session, a different tool, another laptop, and the rest of your team.
capture, distill, recall, compound
A small daemon runs on your machine, notices what happens as you work, distills it into clean notes, and hands those notes back to any assistant that asks. Write the memory logic once inside the daemon, then wrap it per assistant with thin shims. The more you use it, the sharper it gets, instead of noisier.
what it does
memory that survives
What you figured out yesterday is waiting today, already summarized. No re-explaining every morning.
memory that travels
A note written in one assistant is recalled by another. Plugs underneath claude code, cursor, and codex today.
skills that spread
Solve something reusable and honeycomb turns it into a shareable skill that shows up for the whole team, no copy-paste.
sharper, not noisier
It tidies its own notes, merging duplicates and dropping junk, keeping the current version of a fact.
the specs
- daemon
- 127.0.0.1:3850
- harnesses
- claude code, cursor, codex, and more
- interfaces
- cli, http api, mcp tools
- storage
- deeplake, hosted or self-host pg_deeplake
- dashboard
- hive portal at 127.0.0.1:3853
- memory
- three-tier, self-tidying, versioned
common questions
Do my agents share memory across tools?
Yes. Capture a decision once in one assistant and recall it anywhere: same daemon, same deeplake, any harness.
Where does my data live?
In your own deeplake store, separated cleanly by team and project, versioned and inspectable. The local daemon is the only thing that connects to it.
I already use hivemind. What happens?
honeycomb and hivemind are siblings and share one sign-in. Running both at once is not supported, so setup detects an existing hivemind install and offers to move you over cleanly.
Do I need to configure anything?
No SQL, no servers, no configuration rituals. One command installs it, the dashboard opens itself, and capture and recall go live.
give your agents a memory
One command. The daemon captures every turn and recalls source-backed memory before the next, across every harness, for you and your team.
Windows (PowerShell): irm https://get.theapiary.sh/install.ps1 | iex
get honeycomb