All work

live, 42 ms AI products

Research Crew

Research Crew is a team of four AI agents, a planner, a researcher, a critic and a writer, that produce a short cited brief on a market you pick. You watch each step as it happens, including what each agent decided and what the run costs. Briefs export to PDF or Markdown, and a market the sources do not cover ends with an honest "not enough evidence" report.

  • Next.js 15
  • Neon Postgres
  • State-machine orchestration
  • Vercel AI SDK
  • Tavily adapter

Measured numbers

Tests
385
Browser tests
11
Lighthouse performance
95
Accessibility
100
Best practices
100
SEO
100

Home page, mobile. Copied from the showcase's own README on 24 October 2026.

On a phone

The Research Crew home page on a phone

At desktop width

The Research Crew home page at desktop width
Home page at 1440 px wide, captured 24 Oct 2026.

What it proves

  • Multi-agent orchestration as an explicit state machine, with a critic that rejects unsupported claims.
  • Every claim in the brief links to its source.
  • Cost and token use are visible for each run.
  • Search sits behind an adapter, so the built-in sample sources can be replaced by live web search through Tavily.

How this adapts to your project

Give the crew your sources, whether a document store, a research feed or live web search, and your house format for briefs. The critic's rules decide what counts as supported, so a legal, financial or competitive team can set its own bar.