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Software & DevOpsAny

Test how well coding agents can onboard to your product

ax-check.com runs coding agents in sandboxes to try onboarding to a product, then returns a scorecard, suggested fixes, and full session traces.

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Use case overview

ax-check.com runs coding agents in sandboxes to try onboarding to a product, then returns a scorecard, suggested fixes, and full session traces.

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Reported experience

  1. What they did

    You enter your product's site on AX Check, which first checks the site itself. Three coding agents then try to onboard end to end in sandboxes. The service returns concrete guidance on what to fix in your docs, marketing site, CLI, MCP, or Skills, and shows the real agent sessions.

  2. How it went

    Results appear as scores out of 100 with a letter grade and a leaderboard. Examples include oleander at 100, Moderne at 65 (missing llms.txt) and Strapi at 65 (agents guessed at pricing).

Example prompts

Try with Claude Code
Act as a new developer trying to onboard to [my product or API] using only its public docs at [docs URL]. Try to complete the quickstart in a fresh temporary folder, recording every step, error, and point where you got stuck. Finish with a scorecard out of 10, a list of the top five doc or setup fixes, and a log of what you tried. Do not use any real credentials without asking me first.

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