@teach_fireworks / X longform
DeltaBox itself does something uncomplicated. The core is: checkpoint no longer copies the entire sandbox. Only changes are saved. Kind of like git diff. The data in the paper a...
DeltaBox itself does something uncomplicated.
The core is: checkpoint no longer copies the entire sandbox.
Only changes are saved.
Kind of like git diff.
The data in the paper are quite exaggerated: checkpoint takes about 14ms and rollback takes about 5ms.
At this speed, the agent's trial and error cost will suddenly drop a lot.
Visual summary
Generated from the post's content graph
flowchart LR
format-image_post["media dispatch"]
topic-agents["agents"]
topic-long-running-agents["long running agents"]
capability-agent-workflow["agent workflow"]
capability-long-running-agents["long-running agents"]
format-image_post -->|covers| topic-agents
format-image_post -->|covers| topic-long-running-agents
format-image_post -->|signals| capability-agent-workflow
format-image_post -->|signals| capability-long-running-agentsVisual structure
Built from summary and key paragraph positions
flowchart LR
thesis["DeltaBox itself does something uncomplicated. The core is: checkpoint no longer copies the entire sandbox...."]
signal["DeltaBox itself does something uncomplicated."]
operator["Kind of like git diff."]
implication["At this speed, the agent's trial and error cost will suddenly drop a lot."]
thesis -->|frames| signal
signal -->|develops| operator
operator -->|lands in| implication