Spojit
Persistent memory

Context that survives
across steps and sessions

Agents remember. Context carries across steps within a run and across separate runs, so a conversation picks up where it left off. Token-aware management keeps long threads coherent instead of letting them drift or forget.

Set my reorder threshold to 200 units.
storedreorder_threshold = 200
remember
Should I reorder the blue tee?
recalledreorder_threshold = 200
Yes. Stock is 180, below your 200 threshold.
How it works

Remember, recall, stay coherent

01

The agent stores context

As a run progresses, what matters is kept, so the agent is not starting cold at every step.

02

It recalls later

In a later step or a future run, the agent pulls back the relevant context and uses it.

03

Long runs stay coherent

Token-aware management keeps the important history in view even when a conversation gets long.

Capabilities

Memory that holds up

Across steps and sessions

Context persists within a run and between runs, so the thread continues rather than resets.

Token-aware management

The right history stays in context without blowing the window, keeping long runs both coherent and affordable.

Per-thread context

Each conversation keeps its own memory, so separate threads do not bleed into one another.

Recall at the right moment

The agent brings back what is relevant when it is relevant, instead of carrying everything at once.

Survives long runs

A workflow that waits hours or days keeps its memory, so it resumes with full context.

Scoped and private

Memory is scoped to the workflow and tenant that owns it, never shared where it should not be.

Use cases

When forgetting isn't an option

Multi-turn conversations

A chat or support thread that needs to remember what was already said to respond well.

Long-running workflows

Runs that span an approval or a delay and must continue with everything they knew before.

Stateful decisions

Choices that depend on what happened earlier, not just the input to the current step.

Personalized responses

Carry preferences and history forward so each interaction builds on the last.

The difference

Memory vs starting from scratch

Carry the thread forward, instead of re-explaining everything on every step.

Persistent memory when

  • A run spans many turns or steps
  • Decisions depend on earlier context
  • The same thread continues across sessions

Without memory you

  • Repeat the context in every prompt
  • Pay tokens to re-send the same history
  • Lose the thread between sessions

Give your agents a memory

Start free and build an agent that remembers across steps and sessions. No card needed.