Damjan Živanović

@ticklishfrog509931

And now we're sitting on the couch listening to 70s and 80s rock n roll

Aleksinac, Serbia Joined Jan 2026

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Damjan Živanović

@ticklishfrog509931 · Jan 12, 2026

I built Ctrl: Execution control plane for high stakes agentic systems

I built Ctrl, an open-source execution control plane that sits between an agent and its tools.
Instead of letting tool calls execute directly, Ctrl intercepts them, dynamically scores risk, applies policy (allow / deny / approve), and only then executes; recording every intent, decision, and event in a local SQLite ledger.
GH: [https://github.com/MehulG/agent-ctrl](https://github.com/MehulG/agent-ctrl)
It’s currently focused on LangChain + MCP as a drop-in wrapper. The demo shows a content publish action being intercepted, paused for approval, and replayed safely after approval.
I’d love feedback from anyone running agents that take real actions.

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