{"slug": "stop-describing-your-bugs-just-screenshot-them", "title": "Stop Describing Your Bugs — Just Screenshot Them", "summary": "BugLens is an AI-powered screenshot debugger built with Gemma 4 that allows developers to upload a screenshot of a bug or error message for instant analysis. The tool uses Gemma 4's multimodal capabilities via the Google AI Studio API to read the image, reason about the error, and return a structured diagnosis including error type, severity, root cause, and step-by-step fix. The application is designed to eliminate the need for developers to copy-paste stack traces or describe their screen to a chatbot.", "body_md": "This is a submission for the Gemma 4 Challenge: Build with Gemma 4\nWhat I Built\nBugLens is an AI-powered screenshot debugger for developers. You upload a screenshot of any bug, error message, or broken UI, and Gemma 4 instantly analyzes it and returns a structured diagnosis — including the error type, severity, root cause, affected area, a step-by-step fix, and prevention tips.\nNo more copy-pasting stack traces or describing your screen to a chatbot. Just screenshot and drop it in.\nCode\nAn AI-powered screenshot debugger built with Gemma 4. Upload a screenshot of any bug, error message, or broken UI — BugLens analyzes it and returns a structured diagnosis in seconds.\nBuilt for the Gemma 4 Challenge.\nDrop in any error screenshot and BugLens returns:\nBugLens sends your screenshot directly to Gemma 4 31B Dense (gemma-4-31b-it\n) via the Google AI Studio API. The model reads the image, reasons about the error, and returns a structured analysis parsed into clean UI cards.\nindex.html\nin your…How I Used Gemma 4\nBugLens is powered by Gemma 4 31B Dense (gemma-4-31b-it) via the Google AI Studio API. I chose the 31B Dense model because visual debugging demands strong reasoning — the model needs to read error text in screenshots, understand code context, and produce actionable output all in one pass.\nGemma 4's multimodal capability is the entire backbone of the app. Every analysis request sends the screenshot directly to the model as an inline image alongside a structured prompt, and the response is parsed into categorized cards in the UI. Without Gemma 4's vision and reasoning power, the app simply doesn't work — it's not a wrapper, it's the engine.", "url": "https://wpnews.pro/news/stop-describing-your-bugs-just-screenshot-them", "canonical_source": "https://dev.to/christian_boateng_1a9bab9/stop-describing-your-bugs-just-screenshot-them-5a35", "published_at": "2026-05-23 13:52:40+00:00", "updated_at": "2026-05-23 14:34:50.724456+00:00", "lang": "en", "topics": ["developer-tools", "artificial-intelligence", "large-language-models"], "entities": ["BugLens", "Gemma 4", "Google AI Studio", "Gemma 4 31B Dense"], "alternates": {"html": "https://wpnews.pro/news/stop-describing-your-bugs-just-screenshot-them", "markdown": "https://wpnews.pro/news/stop-describing-your-bugs-just-screenshot-them.md", "text": "https://wpnews.pro/news/stop-describing-your-bugs-just-screenshot-them.txt", "jsonld": "https://wpnews.pro/news/stop-describing-your-bugs-just-screenshot-them.jsonld"}}