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Articles

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Application Security

How do we handle a flood of AI-generated vulnerability reports?

Require a working reproducer, check shipped versions and reachability first, handle low severity in public, and turn valid reports into tested fixes.

Oct 22, 202636 min read
Application Security

Can an AI Model Do a Real Security Review of My Code?

Yes, for part of the job. AI review finds real bugs, but trust only findings with a proof and fixes with a fail before, pass after test. Here is how.

Oct 22, 202634 min read
Application Security

WAF vs API gateway: what each does and when you need both

A WAF inspects HTTP traffic for known attack patterns. An API gateway manages access, routing and limits. Learn what each covers and where both fall short.

Oct 18, 20264 min read
Application Security

What is different about managing TypeScript dependencies securely?

TypeScript projects carry runtime code and type packages. Learn how to separate them, review @types, and know what skipLibCheck hides from you.

Oct 18, 20264 min read
Application Security

Threat modeling vs risk assessment: what is the difference?

Threat modeling asks what can go wrong in a design. Risk assessment ranks risks across an organization. Teams need both, and each feeds the other.

Oct 18, 20264 min read
Application Security

How do you generate secure random numbers and encrypt data in Swift?

Use the system generator or SecRandomCopyBytes for secrets, prefer CryptoKit to low-level APIs, never reuse a nonce, and avoid the Insecure algorithms.

Oct 18, 20265 min read
Application Security

What belongs on a secure coding checklist for Ruby and Rails teams?

Twelve code review checks for Ruby teams, from eval and html_safe to open redirects, file paths, sessions and gem updates, each with a smell to search for.

Oct 18, 20265 min read
Application Security

Secure random numbers and cryptography basics in Scala

Use java.security.SecureRandom for tokens and keys in Scala, never a seeded generator, and let a maintained library handle AES modes, IVs and key storage.

Oct 18, 20264 min read
Application Security

How should Kotlin applications handle secrets and API keys?

In Kotlin, keep secrets out of the repository, assume anything shipped in an Android app can be extracted, and use Keystore, scoped keys and a backend.

Oct 18, 20265 min read

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