Replay

Replay is the producer side of Aionis continuity.

It records successful execution and turns that execution into reusable operating knowledge.

The replay flow in Lite includes:

1. replay run lifecycle
2. step before / after events
3. compile playbook from run
4. candidate and promotion flow
5. repair and repair-review surfaces

Why this matters

Without replay, continuity stays descriptive. With replay, continuity becomes operational.

That is the transition from:

• "the agent remembers what happened"

to:

• "the agent can reuse a validated workflow from what happened"

What replay produces

The important artifact is the playbook.

Stable playbooks can become workflow anchors that planning and recall surfaces use later. That creates the loop:

successful execution -> replay run -> playbook -> stable workflow anchor -> better future kickoff

Related surfaces

• memory.replay.run.*
• memory.replay.step.*
• memory.replay.playbooks.*
• Lite automation nodes that execute local playbooks

Deep dives

• Replay and Playbooks reference
• Replay to Playbook guide
• Validation and Benchmarks