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Best Practices

Safeguard vs Aqua Security Platform Review

A fact-based comparison of Safeguard and Aqua Security in 2026 across container coverage, runtime protection, SCA depth, and supply chain capabilities.

Mar 5, 20268 min read
Best Practices

Monolith to Microservices: Supply Chain Changes

What really happens to your software supply chain when you decompose a monolith into services, and how to avoid trading one risk for forty new ones.

Mar 5, 20267 min read
Best Practices

Dependency Compromise Timeline Reconstruction

How to rebuild a precise timeline after a dependency has been compromised, using lockfile history, registry metadata, and CI logs.

Mar 5, 20266 min read
Best Practices

Pydantic v2 Security Implications

Pydantic v2 rewrote the core in Rust and changed validation semantics. Here is what that means for security-sensitive code, from input coercion to ReDoS exposure.

Mar 5, 20266 min read
Best Practices

Lessons from CrowdStrike: Rethinking How We Deploy Software Updates

The CrowdStrike outage wasn't just an EDR problem. It exposed fundamental weaknesses in how the entire industry handles software updates, from kernel drivers to SaaS platforms.

Mar 4, 20268 min read
Best Practices

Evidence-Driven SecOps vs Feeling-Driven SecOps

Two SecOps programs can look identical on a status report and behave completely differently when the next incident hits. The difference is whether they run on evidence or on feeling.

Mar 4, 20267 min read
Best Practices

GCP Workload Identity Federation: Supply Chain Uses

How to use GCP Workload Identity Federation to eliminate long-lived service account keys from your supply chain: GitHub Actions, GitLab CI, external builders, and the misconfigurations that silently undermine the design.

Mar 3, 20267 min read
Best Practices

How to Comply With EU CRA: A Practical Checklist

The EU Cyber Resilience Act requires vendors to ship secure-by-default products, provide SBOMs, and report exploited vulnerabilities within 24 hours. Here is a concrete compliance path.

Mar 3, 20267 min read
Best Practices

FastAPI Supply Chain Security: A Working Guide

FastAPI's dependency surface is deceptively large. Here is how to lock it down in practice, covering Starlette, Pydantic, Uvicorn, and the plugins you likely missed.

Mar 3, 20266 min read

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