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Aionis currently ships as a local-first Lite Runtime for developer machines and self-managed deployments.
Using AionisSnapshot & Replay

Snapshot & Replay

Snapshots provide read-only operator context for a run. They are designed to answer:

  • what could the Agent see,
  • what was admitted,
  • what was suppressed,
  • why did the Runtime make those decisions,
  • which feedback was attributed later.

When To Use

SituationUse
Debugging an Agent incidentUse Agent Flight Recorder.
Reviewing memory governanceInspect admission records and receipts.
Validating a product loopCompare guide, feedback, measure, and snapshot outputs.

Snapshots are not a prompt payload dump. They should give operators enough evidence to replay decisions without exposing unnecessary raw content.