The state of prompt injection defense in 2025

Prompt injection remains the SQL injection of the LLM era: an unsolved class of attack that every team building agents has to think about. A consensus is emerging, though, on what a defense-in-depth strategy looks like.

  • Input separation between instructions and untrusted content
  • Output filtering with deterministic post-processing
  • Sandboxed tool execution with least-privilege scopes

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