https://video.ut0pia.org/videos/watch/4c8e7762-4c63-49d4-9d56-39efcbac736a Within the first hour of launching the vent tool, the agent filed 20 complaints about a silent file copy failure. The team checked: the tool worked fine. What the agent had caught was that filenames with a space in them silently failed to copy, a bug that never surfaced in logs. Benjamin Verbeek from Lovable built it a channel to complain directly to Slack when platform limitations block it, and the first thing it did was find a real production bug. At 200,000 projects per day, Lovable runs two continuous improvement loops. The first detects sessions where a nontechnical user got stuck and then unblocked, clusters similar cases, and injects that context upstream; a holdout group measures actual project completion rates to prune stale entries when models or features change. The vent loop runs in parallel: the agent flags missing tools, broken platform behavior, and confusing docs as it works. Vent volume spikes turned out to be a reliable incident detector. A second agent now monitors the channel, deduplicates reports, and opens PRs automatically. Speaker info: https://se.linkedin.com/in/benjamin-verbeek, https://x.com/benjaminvrbk/ Thu, 04 Jun 2026 02:07:58 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://video.ut0pia.org https://video.ut0pia.org/lazy-static/avatars/0287a09a-aae7-4840-9843-b416426e7046.webp https://video.ut0pia.org/videos/watch/4c8e7762-4c63-49d4-9d56-39efcbac736a All rights reserved, unless otherwise specified in the terms specified at https://video.ut0pia.org/about and potential licenses granted by each content's rightholder.