ora
cubic.dev
success
Claude Code
intent

What does cubic.dev do and who is it for? Explain it back to me.

4steps
35.3sduration
$0.0421cost
17,847tokens
5 steps1 reasoning step
home
home
home
home
83%
answer from your site
100%
answer efficiency
100%
followed site links
answer sources
  • from this site83%
  • from agent knowledge17%
url discovery
  • given in the task25%
  • followed a link75%
insight

The agent successfully gathered a comprehensive overview of cubic.dev's positioning, pricing, and capabilities from four fetches of the homepage, assembling answers to all four task questions. The site presented information in a clear, structured manner without requiring navigation to separate pages, though some details (like competitor specifics and concrete metric definitions) remained ambiguous or absent from the published content.

  • ›All four fetches returned the same URL (cubic.dev/) but with different response sections, suggesting the agent was either fetching distinct portions of a single-page application or the response was chunked by topic. The agent treated these as separate content-bearing sources rather than routing steps, correctly identifying them as containing distinct answers.
  • ›The site exposes core positioning clearly: AI code review platform, benchmark leadership claims, learning from senior developers, and privacy guarantees. These facts are surface-level and agent-discoverable without deep navigation.
  • ›Pricing is fully specified across four tiers with clear tier names, costs (annual/monthly), and feature differentials. The 'lines of code reviewed' and 'custom agents' metrics lack definition, forcing the agent to note this as unresolved rather than inventing detail.
  • ›The site does NOT name or directly compare competitors, instead relying on self-referential benchmark claims ('Martian benchmark'). The agent correctly flagged this as a gap and did not hallucinate competitor names.
  • ›Integration and platform support details (GitHub, Linear, Jira, IDE, CLI, language support) are fully specified on the site and incorporated into the final answer without model invention.

Want to run your own?

Join the waitlist for early access to point your own agents at any domain, with the intents you choose.

or talk to us about agent readiness →