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Why teams pay for guardrails

Public evidence that destructive-command incidents are recurring and that teams already fund adjacent pre-execution security tooling. No invented metrics — every link is a primary source.

Adjacent paid solutions

Developers and security teams budget for tools that catch dangerous actions before they reach production. DestructGuard is a narrower, lower-cost layer focused on shell argv blocklists and human approve/deny — not a full secrets or SIEM platform.

Public incident pain

Documented cases where AI coding agents ran destructive git or filesystem commands. These match the argv patterns DestructGuard blocklists by default.

How DestructGuard fits

DestructGuard does not replace GitGuardian, auditd, or a SIEM. It targets teams that need a lightweight local gate where AI agents share the developer shell.

Full artifact: marketing/demand-signals.md in the repository.