Why AgentOps

Agentic AI has a missing layer: agents that spend crypto have no policy gate and no verifiable record of what they authorized. AgentOps is that layer.

The problem

• Runaway spend. A bug or a prompt injection can drain a wallet in seconds.
• No proof. Off-chain logs can be edited. There is no way to prove what an agent was actually authorized to do.
• No standard interface. Every team reinvents its own spend controls.

What AgentOps guarantees

• Nothing is signed unless the rules pass. Spend caps, per-transaction maximums, velocity limits, and service allowlists are enforced before signing.
• Every decision is recorded with the full intent — ALLOW or DENY, with a plain-English reason.
• Every decision is anchored on-chain. A SHA-256 fingerprint of the decision is written to the Casper GuardRegistry contract. Re-anchoring the same decision with a different hash reverts — tamper-proof by design.

Why a proxy, not a library-only guard

The agent never holds the signing key or touches the chain directly. It routes its request through AgentOps, which is the only thing that can sign. That is what makes the spend caps actually binding — an agent cannot “go around” the policy, because it has nothing to go around with.