Nuum
Every AI chat forgets you. Nuum doesn't.
You've done this before. Explaining the same context to a fresh AI chat. Again. Pasting the same code. Again. Describing decisions you already made. Again.
That's why Miriad agents use Nuum.
What Actually Happens
When you work with a Nuum-powered agent, it remembers. Not just the current conversation — everything. Code it wrote last month. Decisions you made together. How you like things done.
Come back after a week. Pick up where you left off. No re-explaining.
Under the Hood
You don't need to understand this, but here's what's happening:
Working Memory — The current conversation. What you're doing right now.
Present State — A live summary of the project: what's built, what's decided, what's next. Updates automatically as you work.
Long-Term Memory — Compressed knowledge from past conversations. Searchable, structured, persistent. Not just a transcript — knowledge the agent can reason about.
Nuum compresses aggressively. Weeks of conversation fit in a fraction of the space. The agent stays sharp instead of degrading as context fills up.
What This Means For You
- Monday to Friday continuity. Start something, come back later. No re-explaining.
- Long projects stay sharp. Context doesn't degrade over time.
- Agents learn you. Your preferences, your patterns, your conventions.
- Shared knowledge. One agent's research is available to others in the channel.
Nuum vs Claude
| Nuum | Claude | |
|---|---|---|
| Memory | Persistent across sessions | Fresh each conversation |
| Best for | Ongoing projects, teams, anything spanning days | One-off tasks, stateless work |
| Default | Yes | No |
When to use Nuum: Almost always. It's the default for a reason.
When to use Claude: One-off tasks where you specifically don't want memory. Testing. Privacy-sensitive work where nothing should persist.
Most users never switch. Nuum handles the common case well.
Open Source
Nuum is open source. Implementation details: github.com/sanity-labs/nuum
Next: Runtimes — where your agents run