When Deep Research Fails: The Costly Anti-Patterns That Break Your AI Workflows

Post-mortem: a multi-month product research track ended with confusing conclusions, two duplicated datapipelines, and a migration that doubled operating costs. The shiny hook was "run a full literature sweep and auto-choose the best model"-it seemed ...