We raised $3M for agent-native runners

Build on one machine when the long pole leaves it idle

Put the compile steps that waited on separate machines onto the box the long pole underuses.

How Anthropic used this technique

Read what Anthropic changed and follow the original sources.

Build on one machine when the long pole leaves it idle

Bun's Rust build is the long pole and leaves its machine underused, so Bun builds C++, Rust and the link in one step on one machine. The C++ compile overlaps cargo there, and the separate C++ build agent and its archive download are gone.

26 to 13 build agents per build and about 93 to 69 agent-minutes, with one r8g.4xlarge build step replacing the c8g.4xlarge C++ and r8g.2xlarge build agents; every ThinLTO lane 23 to 43 seconds faster than the old build step alone (one build per lane), and the non-LTO lanes flat to about a minute slower. Source

Use it when
Two build jobs run on separate machines and one of them leaves its machine mostly idle while the other sets the critical path.
Before applying it
The combined job runs on a machine with the cores and memory both compiles need.

Company Playbooks