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Products that do what Beelzebub AI Honeypot does

Beelzebub: AI honeypot that traps attackers fast 🍯🤖

  1. 1
    Beezi AIâ–˛394

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    Open-source project that use LLM as deception systemâ–˛10

    Hello everyone I wanted to share a project I've been working on that I think you'll find really interesting. It's called Beelzebub, an open-source honeypot framework that uses LLMs to create incredibly realistic and dynamic deception environments. By integrating LLMs, it can mimic entire operating systems and interact with attackers in a super convincing way. Imagine an SSH honeypot where the LLM provides plausible responses to commands, even though nothing is actually executed on a real system. The goal is to keep attackers engaged for as long as possible, diverting them from your real…

    2025

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    Beeyond AIâ–˛574

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    beehiiv AIâ–˛182

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    Hotmarkâ–˛116

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    BeepThatOutâ–˛108

    AI-powered profanity filtering for content creators

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    Wit.ai Bot Engine (Beta)â–˛186

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    debugcode.aiâ–˛103

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    BEEP AIâ–˛9

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    DebugBaseâ–˛95

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    Honeypot Detection APIâ–˛6

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    Threat Intelligence APIâ–˛2

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  15. 15BO
    Beelzebub (OSS) – MCP "canary tools" for AI agents▲8

    We’re open-sourcing a simple way to add “canary tools” to AI agents via MCP honeypots. These are functions your agent should never call during normal operation. If a canary is invoked, you get a high-fidelity signal of prompt-injection, tool hijacking, or lateralization—no heuristics, no extra model calls. What it is: - Go framework exposing decoy tools over MCP that look legitimate (names/params/descriptions), return safe dummy output, and emit telemetry when invoked. - Runs alongside your real tools; ship events to stdout/webhook or your pipeline (Prometheus/Grafana,…

    Sep 2025

  16. 16OS
    Open source SSH honeypot with an APIâ–˛49

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  17. 17
    LLM Honeypotâ–˛5

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  18. 18UB
    Use Bitcoin honey pots to detect malwareâ–˛6

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    Block/buzz: a workspace built for teams of humans and agentsâ–˛21

    A hive mind communication platform. Contribute to block/buzz development by creating an account on GitHub.

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  20. 20
    Dataforge Honeypotâ–˛5

    Lightweight LAN decoys with cloud-based alerts.

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  21. 21
    Beepingâ–˛5

    Blazing fast IP & DNS tools for developers

    Nov 2025 · beeping.app

  22. 22
    grimly.aiâ–˛16

    Drop-in security for your AI stack.

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  23. 23CO
    Cyguru – Open SOCaaS AI-Based Security on Autopilot▲15

    Hey HN! We're launching Cyguru Beta, a free, automated SOC (Security Operations Center) built for everyone. Traditional SOCs are expensive and complex, leaving smaller businesses vulnerable. Cyguru leverages Wazuh & Opensearch for top-tier security with a built-in AI analyst to automate incident analysis, all without needing a dedicated security team. Key Features: - Automated AI Analyst: Goes beyond basic detection, saving you time and money. - Wazuh Powered: Enterprise-grade security, free from expensive licenses. - Simple Setup: Get your SOC up and running in minutes. - Multi-Use:…

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  24. 24WB
    We built an AI Agent to reproduce bugsâ–˛12

    At Metabase, we built an AI agent called Repro-Bot that reads our GitHub issues and attempts to reproduce reported bugs automatically. It started as a hackathon project and is now part of our daily workflow, so we wrote about it and open-sourced the code as an example for others. How have similar tools been working for you? What has worked well and what has not?

    Apr 2026 · metabase.com

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