Glossary
What is ai artifact review?
AI artifact review is the loop of reviewing an AI-generated artifact (a preview, page, or app) in place, and feeding precise, structured feedback back to the agent that built it. Reviewers annotate the live output directly rather than describing it, so the next agent pass carries real context instead of a paraphrase.
Why it matters
AI builders ship a working artifact in minutes, so building is no longer the bottleneck: reviewing what the AI made and getting precise feedback back into it is. Because a generated UI often has no stable spec to point at, anchoring feedback to the live output is the only reliable reference both humans and agents can share.
How Patchrooms uses it
Patchrooms embeds on any preview with data-mode="artifact-review" and groups feedback per artifact into Rooms. Reviewers comment in place (no account needed) and every report exports back to the coding agent as Markdown or over MCP, closing the generate-review-fix loop without a human retyping feedback into a prompt.
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