THE PICTURE COMPARISON LAB

Same promise.
Different machinery.

Pick a question, then switch machines. The pictures explain the mechanism; the chart exposes the trade-off; the warning names the missing organ.

THE SIMPLE LESSON

A factory is a chain of custody, not a large prompt.

5 approaches

☁⚙

needproof?

LAB TRIALhosted + open infrastructure

A cloud workshop that provisions and coordinates coding agents.

BEST WHEN

Teams wanting flexible cloud workers and an agent runtime.

THE TRAPDOOR

Cloud execution is not production authority; enterprise boundary and longitudinal proof remain incomplete.

Long-horizon4/5

Independent proof3/5

Day 22/5

Model freedom4/5

Enterprise controls3/5

①Do not compare names.

Compare authority, mechanism, postconditions and human work.

②Do not transfer evidence.

OSS, hosted, enterprise and internal editions are separate systems.

③Do not average away a fatal gap.

Great code generation cannot compensate for unsafe release authority.