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AgentMesh: Let Idle Computers Run Your AI Models While Everyone Takes It Easy.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Most computers spend their day the way a sloth does: switched on, barely moving, conserving energy. Meanwhile, developers who want to run an AI model have to buy a GPU, rent a cloud instance, or babysit a server. AgentMesh connects those two groups so that both can do less. It is an…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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Breaking and Hardening an AI Agent: A Full Red Team Lab on Indirect Prompt Injection, Data Exfiltration, and Defenses That Actually Hold

"A reproducible, end-to-end red team lab. Build a tool-using LLM agent, attack it with poisoned documents, measure results with confidence intervals, and compare model-level and system-level…

  • Red team lab tests AI agents for indirect prompt injection, data exfiltration, and defenses
  • Defenses relying on model behavior more effective than ordinary code-based defenses

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