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Putting models to the secure coding test: Security rules

Datadog benchmarks Sonnet 5, Composer 2.5, and GPT 5.5 against defined security rules, finding measurable but inconsistent improvements — reinforcing that SAST gates remain essential even with AI-assisted coding.

Summary written by editorial AI · Source link below

Filed by Datadog Security Labs1 min readRead at source ↗

We tested Sonnet 5, Composer 2.5, and GPT 5.5 using set security rules to see whether using them produces measurably more secure code.

Editorial Analysis

Why it matters

As enterprises adopt AI coding assistants, empirical evidence of their security-rule adherence — or lack thereof — directly informs whether existing code-review gates can be relaxed.

What to do

Benchmark your approved AI coding assistants against your internal secure-coding standards and maintain mandatory SAST checks regardless of model-generated confidence.

Forward-looking interpretation drafted by editorial AI under human review — not a reproduction of the source. See methodology.

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Read the full report at Datadog Security Labs

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