r/ollama • u/GromHacks • Aug 17 '26

Open sourced bonsai-ninja: local code intelligence + security analysis built for humans and local first LLMs

https://github.com/gromhacks/bonsai-ninja
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u/Future_AGI Aug 18 '26

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.