HK$369 per month
}Filter-Map-Sort Pipeline
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As a consequence, we receive and review dozens of external PRs every week. Each of these is both an opportunity and a potential attack vector. Back in 2025, we shared how we’ve developed an LLM-driven code review system named BewAIre that we run on both internal and external PRs to detect malicious code changes at scale. BewAIre continuously ingests GitHub events and selects security-relevant triggers such as PRs and pushes. For each change, it extracts, normalizes, and enriches the diff before submitting it to a two-stage LLM pipeline that classifies the change as benign or malicious, along with a structured rationale.
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