Mousecrack
Bypass bot detection with deep learning
Details
- External ID
- 49104642
- Source
- HN
- Company
- —
- Product
- Mousecrack
- Website domain
- github.com
- Launched
- July 30, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.3972520908004779
- Tags
- —
- Fetched at
- Sept. 10, 2026, 5:32 a.m.
- Updated at
- Sept. 10, 2026, 5:32 a.m.
Enrichment
- Theme
- Hacker News clients, datasets, and tools
- Vertical
- Security
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- bot detection bypass
- Manually corrected
- False
Could you build this?
Partial The client script to replay or execute mouse movements is simple, but generating realistic human mouse trajectory distributions that bypass sophisticated modern bot detection (e.g. Cloudflare Turnstile, DataDome) requires specialized ML models trained on human behavioral datasets.
What it would actually take: A complete system requires an agent automation wrapper (Playwright/Puppeteer) integrated with a deep learning trajectory generator (e.g., GANs, diffusion models, or recurrent networks trained on massive human cursor movement datasets like biometrics data). The core challenge is replicating human motor jitter, velocity-curvature trade-offs, and micro-pauses while surviving rigorous statistical and machine learning anti-bot heuristics.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one — 860 launches clear the similarity bar, closest 8 shown.
Attention rank: #486 of 861 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 273 days after the earliest competitor.
- IsHumanCadence · hn · 2026-02-09 · 5 upvotes · similarity 0.67
- HN Bot Detector · hn · 2026-03-02 · 7 upvotes · similarity 0.59
- MouseCat 🐭🐱 AI-Powered Fraud Investigations · yc · 2026-03-03 · 20 upvotes · similarity 0.55
- Knock-Knock.net · hn · 2026-02-15 · 224 upvotes · similarity 0.53
- Captcha to detect bots with a simple question · hn · 2026-04-09 · 5 upvotes · similarity 0.51
- learning_ai_pentesting · github · 2026-09-26 · 24 upvotes · similarity 0.51
- Xalgorix · hn · 2026-08-19 · 9 upvotes · similarity 0.50
- x9-gpt · github · 2026-09-11 · 10 upvotes · similarity 0.50
Other launches for this product
- No other launches for this product.
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