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AgentGuard

Governance kernel for AI agents trust, approvals, audit logs

AgentGuard is a governance kernel for AI agents that adds trust scoring, capability-based permissions, human approval gates, and real-time audit logs to prevent unsafe or unauthorized agent actions.

Top comment

AgentGuard started from a simple question: what actually protects AI agents when they have real system access? Most agent frameworks assume agents behave correctly by default. In production, that assumption doesn’t hold. AgentGuard adds a governance layer on top of AI agents with four core primitives: Trust scoring that decays or grows based on behavior Capability-based access tokens with scoped permissions Human-in-the-loop approval gates for high-risk actions Full audit logs and real-time event streams The goal isn’t to slow agents down — it’s to make them safe enough to run in real systems.

About AgentGuard on Product Hunt

Governance kernel for AI agents trust, approvals, audit logs

AgentGuard was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #97 on the daily leaderboard. AgentGuard is a governance kernel for AI agents that adds trust scoring, capability-based permissions, human approval gates, and real-time audit logs to prevent unsafe or unauthorized agent actions.

On the analytics side, AgentGuard competes within Developer Tools, GitHub, Development and Security — topics that collectively have 563.9k followers on Product Hunt. The dashboard above tracks how AgentGuard performed against the three products that launched closest to it on the same day.

Who hunted AgentGuard?

AgentGuard was hunted by Dk Bk. 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 AgentGuard including community comment highlights and product details, visit the product overview.