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server-logs

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Self-hosted server log analytics for AI bot detection, AI agent monitoring, and AI visibility. Classifies GPTBot, ClaudeBot, ChatGPT-User, Perplexity & more from edge JSONL — no JS tag, no SaaS. Open-source alternative to Cloudflare AI Crawl Control.

  • Updated Jun 10, 2026
  • JavaScript

Sparkling Water is a scalable system for detecting, merging, and clustering similar server processes based on interaction logs. Using Apache Spark, MinHash, LSH, and time-series hashing (SSH, BSeSH), it efficiently identifies behavior patterns in large server infrastructures for performance optimization, anomaly detection, and system analysis.

  • Updated Jun 28, 2025
  • Jupyter Notebook

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