Case study / Live
SIEVE
Search your LLM can afford to use
Watch / Product demo · 1:48
The problem
Search tools for agents return ten links or a paragraph of generated summary. Both fill the context window, and neither tells the agent which sentence to trust.
What I built
- A four-stage investigation pipeline: Scout, Read and Filter, Cross-examine, Judge and Quote.
- Answers in several shapes: numbers, yes/no, timelines, comparisons, code.
- Quotes are copied verbatim from the source. No generated text sits between the page and the caller.
- About 8 seconds median response time.
How it works
- 01ScoutFind candidate pages for the question.
- 02Read and filterOpen each page and drop the unreliable ones.
- 03Cross-examineCheck whether independent sources agree.
- 04Judge and quoteReturn one exact quote with evidence, or nothing.