Manually evaluating complex application workflows, payment logic, and permission models that static tools miss.
Deep searching git commit history and config files for leaked AWS keys, private tokens, and passwords.
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Detecting exposed AWS credentials, Stripe API keys, database connection strings, and private RSA keys in source code.
Identifying unescaped string concatenations fed into database queries (`db.exec`), OS commands, or LDAP filters.
Reviewing controller authorization logic to detect missing tenant ownership checks before querying database IDs.
Using weak algorithms (MD5, SHA1, DES), hardcoded IVs, insecure random generators (`Math.random`), or ECB mode.
Auditing npm, PyPI, Maven, and Cargo packages for known CVEs, malicious typosquatting, and unpatched libraries.
Unsanitized deserialization of Python `pickle`, Java `ObjectInputStream`, or PHP `unserialize` payloads.
Reviewing middleware and router decorators for missing authorization checks on sensitive API routes.
Improper filename validation allowing malicious `.php` or `.jsp` uploads, or Directory Traversal (`../../etc/passwd`).
Writing plain-text passwords, credit card numbers, or session tokens to application log files or Sentry.
Flawed database transaction locking allowing double-spend attacks or duplicate coupon code redemption.