{"id":"rails-9fe0bf5e722a","seq":268,"kind":"release","title":"Agents on Rails: Stage 3. Can a model build on its own work?","url":"https://rubyonrails.org/2026/10/13/agents-on-rails-stage-3","permalink":"https://vulnpulse.app/items/rails-9fe0bf5e722a","summary":"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.","severity":null,"techs":["ruby"],"cves":[],"tags":[],"source":{"id":"rails","name":"Ruby on Rails Blog"},"published_at":"2026-10-13T00:00:00.000Z","fetched_at":"2026-10-21T16:17:45.588Z"}