How Ora benchmarks every major AI agent on Vercel

Anyone shipping agents against third-party web surfaces is guessing about failure rates; this describes a working measurement setup and what it found.

• agent harness — The scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.

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• videoHow We Solved Agent Building — Andrew Qu, VercelAI Engineer
• postOri Eval writes evals for the model calls already in your codebaseOpenRouter
• postOri wires Claude Code, Codex, and OpenCode to OpenRouter with per-harness tuningOpenRouter

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