Now that we understand better how agents deal with contained tasks and contained codebases, it’s time to push them a little harder. Stage 3 adds a set of large multi-step tasks that test how well a model can build on its own work over multiple sessions without turning it into a hot mess. We’ve also greatly expanded the variety of apps we test the models on.
Agents on Rails: Stage 3. Can a model build on its own work?
calendar_today
October 13, 2026
person
Alexander Baygeldin, Vladimir Dementyev, Aibek Izhanov
domain
convention-over-configuration