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Security scanning
SQL injection, hardcoded secrets, insecure deps, OWASP top 10. Caught before your users — or attackers — find them.
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Code quality
Dead code, N+1 queries, missing coverage, dependency bloat. The stuff code review misses when everyone's in a hurry.