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Announcing SonarSweep: Improving training data quality for coding LLMs

Recent research from Anthropic has shown that even a small amount of malicious or poor quality training data can have a massively negative impact on a model’s performance, exposing users to significant security and quality issues.

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What makes Checkstyle, PMD, Findbugs and Macker complementary ?

There is often some misunderstanding when people talk about coding rules engines. Everyone tries to take position in favor of his preferred tool and does his best to explain what are the weaknesses of the other ones.

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Blog post

Discussing Cyclomatic Complexity

Googling on Cyclomatic Complexity (CC), gives some interesting results... Among those results, you'll find the two following definitions :

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Image shows various elements of code security, languages and bugs
Blog post

Is 80% of code coverage any good ?

When talking about source code quality, there are always voices to tell you that metrics mean nothing and that plenty of projects have great metrics and poor quality! Let's look at one particular metric: the code coverage by unit tests.

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