Notable Quotes
"We discovered that about 80% of accesses to our documentation were coming from coding agents."
"We are now entering the era of open-world agents—agents that are capable of doing whatever."
"The thing you need to do now is master the art of evaluation."
Takeaways
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Guardrail open‑world agents: add out‑of‑domain evals and explicit capability limits; set acceptable error rates based on the stakes of your use case.
Write for agents as readers: tighten documentation, ship vetted code samples, and monitor bot traffic patterns.
Build self‑verification into workflows: pair agents with automated testing (e.g., browser runners) and iterate to thresholds, not perfection.
Productize adaptability with model routing to match tasks to the right model family as capabilities shift.
