DoGBench: Can Agents Meet Expert Standards for User-Facing Documentation?
Quick summary
arXiv:2609.39909v1 Announce Type: cross Abstract: We introduce DoGBENCH (Documentation Generation Benchmark), to our knowledge, the first benchmark for generating and maintaining real user-facing software documentation. It asks whether an agent can produce documentation that experienced technical writers would accept in review. The benchmark contains 292 items from open source projects, including Helm, PostHog, and Mautic. Each item gives the agent a pre-change repository and a trigger, such as a code pull request or a reported documentation gap. The agent must first decide whether the documen
Key takeaways
- arXiv:2609.39909v1 Announce Type: cross Abstract: We introduce DoGBENCH (Documentation Generation Benchmark), to our knowledge, the first benchmark for generating and maintaining real user-facing software documentation.
- It asks whether an agent can produce documentation that experienced technical writers would accept in review.
- The benchmark contains 292 items from open source projects, including Helm, PostHog, and Mautic.
Why it matters
“DoGBench: Can Agents Meet Expert Standards for User-Facing Documentation?” highlights the need for repeatable measurement rather than a single impressive demonstration. Independent validation across datasets and clearly stated limitations determine whether a result can guide product decisions.
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