Harvey
Software EngineerFoundationalAug 6, 2026

Eliminate duplicate citations in regenerated answers

Research tools often need to feel stable even while their underlying work arrives in pieces.

Fast streaming can conflict with the expectation that each source appears once and means one thing.

I can handle a slow answer, but I can’t tell if repeated cases mean something changed.

Fitri Bui · Litigation Associate

Uses source-linked research answers to assemble motion research under partner review.

What pulls against what

  • streaming speed vs. stable answer state
  • deduplication vs. legal source distinction
  • fast patch vs. durable correction

What is at stake

Repeated authorities make otherwise useful research look unreliable. A contained state-management repair can restore confidence immediately

Why Harvey

At Harvey, this can matter because source-linked work tends to be judged as much by consistency as speed.

Written for

Systematic debuggerProduct-minded backend engineerReliability-focused full-stack engineer

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.