analiza aiqbench
The article identifies a critical bottleneck for AI agents: the proliferation of outdated or contradictory documentation that models ingest as authoritative truth, leading to systemic errors in code generation and support responses. As AI agents now consume company knowledge at nearly twice the rate of humans, maintaining accurate, version-controlled documentation has shifted from a publishing task to essential infrastructure required for reliable agent operations.
Nobody has been in charge for decades of the single most important part of the AI revolution: documentation
Every company has knowledge that looks authoritative, but actually isn’t. And now we're training AI models on it.
In August, AI agents made 257 million requests to documentation sites running on Mintlify, compared with 131 million page loads from people. Agents now read company knowledge at nearly twice the rate humans do. But that doesn’t mean that human developers have stopped reading; they’re now just delegating more. Consider a developer asking a coding agent to wire up an API, or a buyer asking a…
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