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Application Security

OAuth vs API Keys

OAuth and API keys aren't interchangeable: one is a static, long-lived credential, the other a scoped, expiring token. Here's how to choose, backed by real breaches.

Mar 8, 20267 min read
Application Security

Reachability Analysis for Java: A 2026 Deep Dive

Java reachability under classpath reality: reflection, Spring autowiring, shaded JARs, Log4Shell, and what modern tools actually resolve versus over-approximate.

Mar 4, 20266 min read
Application Security

Secure Patterns for LLM Output Handling in 2026

LLM02 on the OWASP LLM Top 10 keeps quietly producing incidents because downstream systems trust model outputs they should not. Concrete patterns that hold up.

Mar 4, 20265 min read
Application Security

GitLab Ultimate Security Buyer Review 2026

GitLab bundles SAST, SCA, container scanning, and DAST into the Ultimate tier. Is the integrated story worth the premium over best-of-breed tools? An honest review.

Mar 3, 20266 min read
Application Security

JetBrains Plugin Security in 2026

JetBrains IDEs have a smaller plugin ecosystem than VS Code, but the security model is similar and the risks rhyme. Here is what to watch in 2026.

Mar 2, 20266 min read
Application Security

Tauri Desktop App Security Model: What Developers Need to Know

Tauri offers a fundamentally different security model than Electron for desktop applications. Understanding its permission system, IPC boundaries, and supply chain implications is critical.

Feb 28, 20267 min read
Application Security

IAST vs SAST in 2026: When to Use Which

A practical guide to when IAST adds value over SAST in 2026, with the workload characteristics that justify the operational cost of runtime instrumentation.

Feb 28, 20266 min read
Application Security

FastAPI Security Best Practices

Securing FastAPI applications with Pydantic validation, OAuth2 integration, and dependency injection patterns.

Feb 27, 20264 min read
Application Security

Reachability Analysis for Python and pip in 2026

Python reachability is hard but useful: dynamic dispatch, monkey-patching, optional extras, and how modern tools handle real Django and FastAPI services.

Feb 26, 20266 min read
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