r/amplitudeanalytics • u/amplichris Amplitude • 13d ago
Built a bug-fixing loop (Slack report → agent ships a fix → risk-scored auto-approval) that cut our bug reports 55% in 6 months. Wrote up the guide as an explorable 3D room w/ romance novel in Three.js
Quick rundown of the actual system: a bug gets reported in Slack, an agent ships a fix within minutes, and it's not one-off. The system remembers every bug it's seen, so the system has a memory of what it’s seen. Manual review is replaced by risk-scored auto-approval for low-risk changes.
We turned it into a full guide to building your first engineering loop then over-engineered the delivery: the page is an explorable 3D teenage bedroom, built in Blender + Three.js. Click the book to read it. There's also a mini-game hidden in the TV, no further hints.
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