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Safe SQL Generation

SQL Agent Testing & Validation

Validate every generated query against your test cases. Block destructive operations and catch syntax errors before execution.

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How PromptLens Helps

Prevent Unsafe Queries

Catch DROP, DELETE, and other destructive operations. Set up guardrails that block dangerous SQL patterns.

Syntax Validation

Test generated queries against your database schema. Catch SQL errors before they hit production.

Result Accuracy

Verify queries return expected results. Build test datasets with known correct outputs.

Performance Testing

Flag inefficient queries that could slow your database. Test query execution plans.

Key Features

  • SQL syntax validation
  • Dangerous pattern detection
  • Schema compatibility checks
  • Query result comparison
  • Performance benchmarking
PromptLens saved us from shipping a text-to-SQL agent that would have allowed SQL injection attacks.
Security Engineer, FinTech

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Set up your first regression test in minutes. Catch issues before they reach your users.

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