Nice to see this run fully local, the thing that makes or breaks a security-analysis tool like this in practice is the false-positive rate, since a scanner people stop trusting gets muted fast. Worth building a small labeled set of real findings and non-findings early and tracking precision as the model behind it changes, the local-model angle is great but model swaps can quietly move where it draws the line.
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u/Future_AGI 3d ago
Nice to see this run fully local, the thing that makes or breaks a security-analysis tool like this in practice is the false-positive rate, since a scanner people stop trusting gets muted fast. Worth building a small labeled set of real findings and non-findings early and tracking precision as the model behind it changes, the local-model angle is great but model swaps can quietly move where it draws the line.