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In-depth guides and analysis on product from the Safeguard engineering team.

100 articles

Product

Introducing the Package Firewall and AI Model-Artifact Scanning

Two supply-chain defenses are rolling out on Safeguard: an install-time Package Firewall that blocks malicious npm and pip packages before they resolve, and AI model-artifact scanning that inspects model weights — now including ONNX — for malware before they load.

Jul 6, 20265 min read
Product

Set It and Forget It: Onboarding the Guard SDK Just Got a Lot Simpler

Generate a secret key from Settings, drop it into the Guard SDK, and your live security policy is enforced automatically — no manual wiring, no restarts when policy changes. OAuth login is available too.

Jul 6, 20263 min read
Product

Introducing First-Party SAST and DAST: One Findings Model Across Code and Runtime

Safeguard is extending the platform with first-party static (SAST) and dynamic (DAST) application security testing — sharing one unified findings model with SCA, secrets, container, and IaC, with defensive-only DAST that only ever touches targets you've proven you own.

Jul 5, 20264 min read
Product

Dependabot alerts vs CodeQL analysis: what's the difference

Dependabot flags known vulnerabilities in dependencies; CodeQL finds flaws in your own code. Here's how the two differ inside GitHub Advanced Security.

Jul 4, 20268 min read
Product

GitHub for Beginners: getting started with GitHub securit...

A beginner's guide to GitHub's free security tools, what GitHub Advanced Security actually adds, its 2025 pricing shift, and the supply chain gaps neither one covers.

Jun 30, 20267 min read
Product

GitHub Advanced Security setup made simple: guided config...

GitHub Advanced Security setup takes weeks, not clicks. Here's what GHAS configuration really involves, what it costs in 2026, and how Safeguard cuts the tuning work.

Jun 30, 20268 min read
Product

GitHub Advanced Security for Azure DevOps: general availa...

GitHub Advanced Security for Azure DevOps hit GA on June 1, 2023 at $49/committer/month. Here's what it covers, what it misses, and how Safeguard fills the gaps.

Jun 30, 20267 min read
Product

Safeguard Is Now a Connector in Claude: Continuous Compliance Monitoring for Enterprise AI

Connect Safeguard to Claude Enterprise and Claude Platform to turn Claude activity logs into real-time AI compliance monitoring, audit-ready SOC 2 / NIST / PCI-DSS evidence, and policy enforcement — activity logs only, never conversation content.

Jun 12, 20265 min read
Product

How the Snyk Language Server powers IDE plugins across VS...

A technical look at how Snyk's Go-based Language Server uses LSP and a delegating scanner pattern to power VS Code, JetBrains, and Eclipse plugins from one binary.

Jun 5, 20267 min read
Product

How Snyk's JetBrains plugin family supports IntelliJ, PyC...

A mechanical look at how Snyk ships one JetBrains plugin across IntelliJ, PyCharm, WebStorm, GoLand, and Rider using a shared platform and backend scan engine.

Jun 5, 20266 min read
Product

How Snyk's Visual Studio extension scans .NET solutions f...

How Snyk's Visual Studio extension resolves .NET dependency trees, matches NuGet packages against its vulnerability database, and surfaces results in-editor.

Jun 5, 20268 min read
Product

How the Snyk CLI's authentication flow issues and stores ...

A technical walkthrough of how Snyk's CLI authenticates via `snyk auth`, where it stores API tokens locally, and why that plaintext credential file is worth protecting.

Jun 5, 20268 min read

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