Stanford Shepherd agent harness
Stanford quietly released something that every agent harness should have had a year ago. An agent piles up state as it goes, files, a dev server, a database, the model's cache. At step 10 it misreads a traceback and rewrites a file that was actually correct. This is absolute gold from Stanford.
