Lite Public Beta + Server Core

Agents keep rediscovering the same work.

Aionis gives agents execution memory.

The next session resumes the work instead of rereading the repo, rebuilding the mental model, and re-explaining the same reasoning.

Aionis is execution continuity for agents: durable memory, exact handoff recovery, replayable workflows, and inspectable evidence.

Try Lite in 5 minutesChoose Lite or ServerUse with Codex

Execution continuityExact handoff recoveryReplayable workflowsAuditable evidence

Real continuation testOpen source

pallets/click

Aionis resumed a real repository task from stored execution memory instead of starting from zero.

77%lower output tokens

33%lower total tokens

See the public evidence

What resumes

Prior handoffs, replayable run state, decisions, and evidence come back without rereading the whole repo.

What becomes reusable

Successful work can become playbooks, exact handoffs, and inspectable traces instead of throwaway prompt history.

Start here

Fastest path

Start with Lite

Run Aionis locally with SQLite, validate continuity, replay, and exact handoff recovery, and get to first value quickly.

Best for local evaluation, single-user workflows, and low-friction trials.Best integration path

Use it with Codex

Connect Aionis to coding-agent workflows so new sessions can recover context instead of rebuilding it from scratch.

Best for local coding agents, MCP, and continuity-sensitive handoffs.Production path

Move to Server

Adopt the self-hosted production path when you need stronger deployment discipline, operator workflows, and team-facing runtime behavior.

Best for self-hosted production and operational rollout.

What changes when agents stop restarting

Continue work instead of reconstructing it

New sessions can resume from stored execution state, exact handoffs, and replay traces instead of rereading the repo and rebuilding the patch plan.

Recover exact handoffs

Bring back the prior task summary, exact handoff text, risk notes, and acceptance checks when continuity matters.

Turn successful work into replayable paths

Replay and playbooks turn one-off agent runs into reusable workflows instead of throwaway prompt history.

Keep runtime evidence inspectable

Decision IDs, commit URIs, replay runs, and handoff artifacts make the work auditable instead of opaque.

How it works

Evidence, not promises

Continuity

Cross-session work continues instead of resetting

Public A/B runs already show the difference between restarting from prompt history and resuming from execution memory.

Cost

Real token reduction on a larger open-source repo

pallets/click showed 77% lower output tokens and 33% lower total tokens in continuation-sensitive work.

Product

Lite is real, local, and usable now

Lite is not a concept demo. It is the fastest path to trying Aionis locally with a repeatable beta workflow.

Browse the docs

Understand the model

Read the product model, the core concepts, and why Aionis is more than token optimization.

Get to first value fast

Start Lite, write memory, recall it later, and validate exact handoff recovery and replay identifiers.

Integrate with coding agents

Use Codex, MCP, and SDK flows when your first use case is local coding agents and continuity-sensitive work.

Wire the APIs

Move from guide-level understanding to memory, policy, replay, and endpoint contracts for real integrations.