01
One shared memory
Every agent reads and writes the same memory. What one learns, the next can use, and each memory shows who wrote it, and when.
The Problem
Your agents don't share memory.
They share confusion.
When Agent A and Agent B work the same pipeline, each one only sees its own context. A researches. B drafts. Neither knows what the other found, and when they disagree, no one knows which is right. Or why.
Every memory tool on the market was built for one agent helping one user. That falls apart the moment you have more than one agent in the loop.
The Solution
One memory. Every agent. Nothing lost.
02
The right memory wins
When two agents disagree, Litica surfaces the newest, most-used answer first, so a stale fact never quietly wins the argument.
03
See where it came from
Every memory keeps a record of which agent wrote it and when. When something surfaces, you can see exactly why, and who put it there.
How It Works
Memory that works the way yours does.
Your brain doesn't search. One thought pulls up the ones tied to it. Litica works the same way. When an agent asks for context, Litica brings back the related memories, leans on the ones that have mattered most, and hands over the full picture, not just a keyword match. And every memory shows where it came from.
Agent Asaves what it learns
Shared Memoryconnects related memories
Agent Bpicks up the full story
Benchmark
Tested on 100 held-out queries, Litica returns the right memory in the top 5 every time and ranks it first 97% of the time. Even when two memories look nearly identical, it still brings back the one you actually meant.
Read the full benchmark →Architecture
Built like memory, not like search.
Mem0 and Zep pull out facts and store them as numbers. Litica stores how memories connect. Each memory is broken down by what it's about, who is involved, the mood, and the timing. Older memories fade unless they keep proving useful. When one memory comes up, the related ones come with it. And every fact carries a trail back to the agent that wrote it, all on plain, standard infrastructure, not a proprietary graph database.
| Capability | Litica | Mem0 | Zep | AgentCore |
|---|---|---|---|---|
| Shared cross-agent memory | Yes | No | No | No (per-agent scoped) |
| Picks the right answer | Newest + most-used | Self-editing | None | None |
| Connects related memories | Yes | No | No | No |
| Shows where memory came from | Full | Partial | Partial | Partial |
Use Cases
Where shared memory changes the outcome.
01
Coding Agents That Remember
Your coding agent in Claude Code or Cursor forgets everything between sessions. Litica gives it one shared memory across sessions and across agents. The agent fixing the bug already knows what the last one tried. That is not a someday feature. You can turn it on today.
02
Research + Draft Pipelines
Agent A researches. Agent B drafts. The draft is built on everything the researcher found, not a giant prompt dump. Real memory that keeps what matters and lets the rest fade. When the research changes, the memory updates, and the draft follows.
03
Multi-Step Workflows
A planner agent, a retrieval agent, and a review agent all work the same record. Litica keeps them on one shared world model. Contradictions surface before they turn into decisions. And every step is on the record.
Get Started
Built for the teams hitting the wall.
For individuals
Start free this weekend.
Wire up Claude Code or Cursor and watch context carry across sessions.
Start freeFor teams
Built to scale with you.
Running a bigger team? Set up a structured pilot and bring shared memory to every agent.
Email us about a pilotFor developers
Add memory to your build.
Trusted, cited recall over plain, standard infrastructure. No proprietary graph database.
Read the docs