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Contextual Guardrailing Pattern(CGP)
Dynamic rule enforcement based on context, data flow requirements, and conditional patterns
In 30 seconds
- What
- Enforces different access rules and data-handling constraints based on detected context like user role, data sensitivity, time, and location.
- When to use
- Systems handling regulated data where restrictions must tighten or loosen based on who accesses what, when, and from where.
- Watch out
- Context detection errors cascade into wrong rule enforcement; false negatives expose data, false positives block legitimate work.
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Contextual Guardrailing Pattern: Overview
Dynamic rule enforcement based on context, data flow requirements, and conditional patterns
- Data flow requirements enforcement
- If-this-then-that conditional patterns
- Tool call restrictions and permissions
- Dynamic rule adaptation based on context
- Context-aware safety boundaries
- Flexible policy enforcement
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References
The papers, specifications, and repositories this pattern is based on.
- Invariant Labs (2024)
- OWASP ASI (2025)
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