AI agents are getting scary powerful… but most still open random URLs with zero safety checks.
Phishing, malware, token drains — one bad link and it’s over.
Built a lightweight pre-browsing gate called Safe Web Confidence Protocol.
Before any agent loads a page it:
• Checks local allow/block lists (instant)
• Hits VirusTotal, Google Safe Browsing, urlscan, OpenPhish, OTX
• Returns a clear score + verdict: allow / sandbox / block
Fully explainable, cheap, and open source.
If you're building agents, this should probably be in your stack. https://t.co/CHikDKnMal
What safety measures do you actually use for your agents right now? 👇
#AIAgents #AISafety #OpenSource #Cybersecurity
Fable isn't the first.
In 1999 the department of defense blocked exports of the PowerMac G4 for crossing the 1 gigaflop threshold.
Steve Jobs turned it into an ad.
This protocol is strongest against:
- known phishing and malware landing pages
- suspicious login flows on unfamiliar domains
- domains with existing threat-intelligence coverage
- repeated investigations where local policy can short-circuit the obvious cases
AI agents are getting scary powerful… but most still open random URLs with zero safety checks.
Phishing, malware, token drains — one bad link and it’s over.
Built a lightweight pre-browsing gate called Safe Web Confidence Protocol.
Before any agent loads a page it:
• Checks local allow/block lists (instant)
• Hits VirusTotal, Google Safe Browsing, urlscan, OpenPhish, OTX
• Returns a clear score + verdict: allow / sandbox / block
Fully explainable, cheap, and open source.
If you're building agents, this should probably be in your stack. https://t.co/CHikDKnMal
What safety measures do you actually use for your agents right now? 👇
#AIAgents #AISafety #OpenSource #Cybersecurity
@rihim_s@viemccoy I’d say so, from my understanding llama excels at detection while nemo is a more complete system that excels at prevention + recovery
@rihim_s@viemccoy open-source tools like NVIDIA NeMo Guardrails is a great place to start.
https://t.co/A6Iv4IAUBV?
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