# Who Commands Your Agent? Inside Stroq’s Zero-Telemetry Causal Firewall

> Source: <https://aiflash.com/content/who-commands-your-agent-inside-stroqs-zero-telemetry-causal-firewall/>
> Published: 2026-11-05 21:20:51+00:00

When autonomous coding agents gain unfettered shell access, indirect prompt injections turn routine repository inspections into covert exfiltration channels. Stroq introduces an elegant, zero-telemetry defense by tracing terminal executions directly back to the untrusted text that provoked them. Here is an architectural dissection of how Agybay Gibatollayev’s TypeScript engine intercepts rogue tool calls before they strike.