Analyze how coding agents like Claude Code, Codex, OpenCode, and more use your product, spot friction fast, and turn your tool into the agent default
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Measure
Analyze docs, examples, and SDK workflows, run realistic integration tasks in sandboxes, and optimize for the coding agents developers use every day.
Run Claude Code, Codex, OpenCode, and more against realistic integration tasks in fresh sandboxed environments, and see whether they can actually use your SDK the way developers expect.
Spot stalls, hallucinations, broken examples, and doc dead ends with exact step-level traces.
Track success rate, first-try success, time to integration, interruption rate, hallucinations, example quality, and other signals that help optimize your tool for coding agents.
Benchmark competitors and optimize your developer experience so agents pick your SDK first.
Improve
They generate better docs and starter code for coding agents, then run regression checks on every update so your success rate does not quietly slip.
Our agents write clearer docs and starter projects based on the prompts developers actually give Claude Code, Codex, and other coding agents, so your product is easier to integrate.
Every docs update is run against real integration prompts, so you catch broken flows, higher friction, and drops in agent success before your users do.
Catch broken paths, improve success rates, and make your product easier for coding agents to use.
Get answers to the most common questions about making your product work better with coding agents.
Read the manifesto behind agentXP and why every product will need to work for agents, not just people.