Inspiration

As AI agents rapidly evolve, they are no longer limited to answering questions—they can now take real-world actions like sending emails, updating databases, or interacting with third-party services. This creates a major challenge: how do we ensure these actions are safe, controlled, and accountable?

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for OPENCLAW-SHIELD

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