When Constraints Stack, Agents Stumble
A new paper studies what happens to LLM coding agents as structural requirements accumulate in backend tasks — architecture constraints, ORM rules, database schemas. The answer is a ~30 percentage-point drop in test pass rates from baseline to fully specified tasks, with database constraints alone responsible for 19pp of that. Flask agents do fine; Django and FastAPI agents do not.
Read more →