workflow delta
session chat vs operator runtime
disposable chat workflow
- Context disappears with the tab
- Behavior is trapped in hidden prompts
- Weak inspection, weak handoff
- No durable runtime identity
pearl runtime workflow
- State persists across sessions and operators
- Behavior lives in repo artifacts
- Commands, queues, and modules stay inspectable
- Runtime can be restarted without losing the model