Jairo Junior
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AgentShield
Your agent runs. You hope. We know — before execution.
AI agents are deployed everywhere but nobody knows what they'll cost or how much damage they could cause. AgentShield predicts cost, scores risk, and estimates blast radius BEFORE execution. - Risk Score: 0-1000 safety score per agent - Cost Prediction: know the cost before spending a token - Blast Radius: estimate max damage from permissions - Real-time Detection: flags hallucinations and leaks - Approval gates for high-risk actions LangChain, CrewAI, OpenAI SDK. 3 lines of Python. Free tier
About AgentShield on Product Hunt
“Your agent runs. You hope. We know — before execution.”
AgentShield was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #96 on the daily leaderboard. AI agents are deployed everywhere but nobody knows what they'll cost or how much damage they could cause. AgentShield predicts cost, scores risk, and estimates blast radius BEFORE execution. - Risk Score: 0-1000 safety score per agent - Cost Prediction: know the cost before spending a token - Blast Radius: estimate max damage from permissions - Real-time Detection: flags hallucinations and leaks - Approval gates for high-risk actions LangChain, CrewAI, OpenAI SDK. 3 lines of Python. Free tier
Who hunted AgentShield?
AgentShield was hunted by Jairo Junior. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AgentShield including community comment highlights and product details, visit the product overview.