devsecops
Safeguard articles tagged "devsecops" — guides, analysis, and best practices for software supply chain and application security.
868 articles
Foundations for adopting AI coding tools securely in an engineering org
One engineering team cut critical vulnerability remediation from a week to 24 hours after wiring security checks into AI coding tools at the moment of code generation.
Governing AI agents inside the execution loop
Snyk's Evo Agentic Development Security, in open preview since June 23, 2026, hooks directly into an agent's tool calls — proof that pre-deployment review can't govern a decision made mid-session.
How the security industry is scaling partnerships for AI risk
No vendor covers model security, agent runtime policy, supply-chain risk, and code-level AppSec alone — partner-sourced ARR at one major vendor grew over 6x from 2023 to 2025.
How to build and justify an AI security budget
CVE-2025-6514 let a flawed MCP proxy escalate to full remote code execution — a preview of why AI/agentic risk needs its own budget line, not a slice of the AppSec line.
New security risks across the agentic development lifecycle
Snyk found 76 confirmed-malicious skills among 3,984 analyzed and roughly a third of public MCP servers carrying exploitable flaws — legacy AppSec never modeled an agent as the author.
What a good AI remediation agent needs to fix dependencies safely
Snyk's CLI remediation agent pushed fix rates from 23% to 45% with an intelligence layer — but the harder problem is making an agent developers trust to touch their lockfile unsupervised.
Why NVD alone is not enough: the case for multi-source vulnerability intelligence
NIST now fully enriches a fraction of CVEs — on April 15, 2026 it moved to a triage model that leaves most of 2025's 48,185 published CVEs without a timely severity score.
Detecting Hardcoded Secrets in Code (2026 Guide)
Nearly 24 million secrets leaked to public GitHub in 2024 alone. This guide covers how hardcoded secrets get in, how detection actually works, and how to catch them pre-commit with real commands.
DevSecOps for Beginners: Building Security Into How You Ship
DevSecOps sounds like a buzzword, but the idea is refreshingly human: make security a shared, everyday part of building software rather than a gate at the end. Here is a friendly introduction with a first step to try today.
Docker Secrets Management: Stop Baking Credentials Into Images
A secret written into a Docker layer is recoverable forever, even after you delete it. Learn the build-time and runtime patterns that keep credentials out of your images entirely.
.NET Secrets Management: From User Secrets to Key Vault
How to keep connection strings, API keys, and certificates out of your .NET source and images, using the Secret Manager, environment configuration, managed identities, and a real vault.
Go Dependency Management Security: go.mod Hygiene That Actually Reduces Risk
Minimal version selection, indirect dependencies, replace directives, and the update cadence nobody documents. A practical guide to keeping your Go dependency graph both current and trustworthy.
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