Patchrooms blog
Practical guides on structured feedback, visual bug reporting, and the AI build loop.
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How to Build an Agent Loop Without Becoming the Bottleneck
Every "build an agent loop" tutorial covers the same four steps and skips the part that actually breaks in production: what happens when the loop needs a human …
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Human in the Loop vs On the Loop: Where to Put Your Attention
Every agent loop eventually asks the same question: where does the human stand? In the loop, blocking each step until you say go, or on the loop, watching the o…
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Why Agent Loops Break, and How to Fix Them
Agent loops fail in a small number of predictable ways, and most teams find each one the hard way: in production, after the loop has already burned a budget or …
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How We Built Our Own Review Loop: Patchrooms Inside Patchrooms
We didn't build a demo project to prove Patchrooms works. We pointed it at ourselves. The Patchrooms dashboard embeds the same SDK we ship to customers, filing …
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AI Made Coding Faster. Feedback Got Messier.
Agents can scaffold a working app in an afternoon. But review still happens through screenshots, Slack messages, vague comments, and prompts that lose the conte…
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Why Feedback on AI-Built Apps Breaks Down
You prompt Lovable or Bolt, and in fifteen minutes you have a working app on a live preview URL. Then you send it to your designer, your PM, or your client, and…
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Visual Bug Reporting for Web Apps
Prose bug reports have a fundamental problem: they describe what a person saw, not where the browser saw it. "The dropdown is misaligned on mobile" tells a deve…
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How to Collect Feedback on Staging Without the Chaos
You share a staging link. Within an hour, feedback is scattered across three Slack threads, a voice note, and a screenshot with a red circle drawn in Preview. B…