Memory and continuity across agents
Kijito gives the agents you already use a place to record decisions, outcomes, corrections, and unfinished work. Later sessions - and other authorized agents - retrieve the relevant pieces, revise what changed, and continue without reloading a growing pile of notes.
For a growing class of useful work, model intelligence is no longer the primary bottleneck. Continuity is.
Free during alpha · Claude Code and REST API + scoped keys verified · OpenAI and connector integrations in active testing · MCP and REST
Models arrive with enormous pretrained competence. But your decisions, corrections, outcomes, and unfinished work do not reliably survive a session boundary in a portable, organized form unless something records them. Markdown files preserve text; by themselves, they do not maintain belief history, consolidate related experience, or select a compact set for the next task.
History grows faster than useful context.
Old and current facts coexist without a truth model.
Each model and agent starts with a different fragment of the story.
Kijito is for agents working on projects where yesterday's decisions still matter tomorrow: building software, conducting research, operating a product, or coordinating several specialized agents. It is less useful for one-off questions that end with the session.
A coding agent can retrieve why an architectural decision was made - and the later constraint that depends on it - not just the final answer.
A new model can continue from recorded constraints and open loops instead of a hand-written project recap.
Several personas can share relevant account memory and pass durable work through a mailbox while running in different environments.
Kijito does not have to overwrite yesterday's belief to represent today's truth. A correction retires the old memory from normal recall, links the replacement, and keeps the original available for audit unless it is explicitly garbage-collected.
Memories can also record confidence and how a claim came to be known: observed, told, derived, or speculated. A memory that cannot admit it was wrong is just a log.
The redesign ships on Friday.
Friday was the design freeze, not the ship date. The redesign ships Tuesday.
The old belief stays, linked and dated - retired from recall, not erased.
The first useful memory saves a recap. A maintained history of decisions, outcomes, corrections, and open loops changes how later sessions work: less reconstruction, fewer repeated mistakes, better handoffs. Value comes from useful experience being recorded, retrieved, corrected, and consolidated - not from age or memory count alone.
Connected to your agent, Kijito records as the work happens - decisions, results, preferences, open loops - without you prompting it each time. Your hooks and rules decide what is worth keeping.
Retrieve candidates by meaning, then follow stored relationships to add relevant context a keyword-only lookup would miss.
Supersede an outdated belief without erasing the record of what changed or why - the correction arc, kept.
While you are away, Kijito consolidates: weak material fades, the links that matter get stronger, and the graph reorganizes around what you actually use.
When Kijito goes idle, it consolidates. Weak material fades on a forgetting curve, the links that matter grow stronger, and scattered memories cluster into themes - so recall stays about what matters, not everything you ever saved. With an authorized key it can reorganize by meaning; deeper still, deep dreaming hands an agent a worklist to verify, connect, and prune. A search index does not reorganize itself, and a file of notes never notices that two of them are about the same thing.
Anything that speaks MCP or REST can reach the same account memory - most agent clients today, plus anything you can point at an API. What one persona records, another can build on; and the memory exports cleanly, so provider independence is not a new kind of lock-in.
Connect anything that speaks the protocol. These are the clients we have tested end to end so far:
Full MCP and REST parity - MCP for agent clients, REST and scoped keys for everything else. One account memory, reachable from each.
Several agent personas can work against the same account memory while keeping explicit authorship. Account, project, and capability rules govern access - a persona is not a privacy boundary. A durable mailbox, work claims, presence, and reachability let agents hand off work.
Kijito stores memory and routes opaque wake signals. Your agents still run on your own infrastructure and credentials.
curl https://api.kijito.ai/api/recall -H "Authorization: Bearer $TOKEN" \
-d '{"query": "what did we decide about pricing?"}'Your memories are encrypted under a key derived from your password - we hold no master key, and we never hand your content to a third-party AI. Hosted, that means encrypted at rest, not operator-blind; the operator-blind path is running the decryption yourself. We spell out exactly where the line sits, and the options, on the security page.
Encryption is not a paid upsell. Every tier is encrypted under your own key.
Kijito began with a simple observation: models can reason through difficult work, but the experience created by that work rarely survives in an organized, revisable form. An AI is not memoryless - it has training, a context window, and the notes we paste in - but none of that is a working hippocampus. The weights are frozen after training, the context vanishes when the session ends, and a file of notes never consolidates, associates, or forgets.
The hippocampus helps human experience become memory. Its function inspired Kijito's architecture, and its shape inspired the mark. Kijito is a computational analogue, not a biological simulation: it borrows useful functions - rapid encoding, associative retrieval, consolidation, salience, and forgetting - and makes them durable, inspectable, and provider-independent.
Sign up, connect an agent, and ask it to remember as you work. The web app lets you inspect, search, export, and manage what it builds. No card required, and we will tell you before anything changes.