Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Commercial vs Open Source AI Attack Detection Tools: A Buyer's Guide

If you’re weighing open source against commercial tools for detecting attacks on your AI agents, you’re probably trying to answer a single question. Can we build this ourselves, or should we buy it? It’s a fair question, and the existing content on it isn’t much help. Most comparisons line up tools side by side and tally features. That tells you which tool is better at one slice of the problem. It doesn’t tell you whether you have a working detection program.

What SPIFFE Answers for Workload Identity and What It Doesn't

On workload identity, a spec the industry has already started building around, and what the next layer looks like. I don't have a better answer than SPIFFE (Secure Production Identity Framework for Everyone) for workload identity, and that's where I want to start, because what follows is going to sound like I do.

DevOps Vulnerabilities Hit 236, With 59% Rated High or Critical Severity

Major DevOps platforms patched 236 vulnerabilities in 2025, with nearly 60% classified as high or critical severity. According to the latest "DevOps Threats Unwrapped Report," critical flaws surged by 76% ifrom Q1 to Q4, signaling growing pressure on software supply chain security.

Remote Access That Works Behind NAT, CGNAT, and Uncontrolled Firewalls

A device in your fleet encounters an issue. You try to SSH in only to discover that the IP changed overnight, the customer's firewall blocks inbound connections, and the VPN they set up six months ago stopped working when the device switched from Wi-Fi to cellular. The next several hours disappear into a Slack thread with the customer's IT team trying to get a port opened. Every engineer who has shipped hardware into a customer's environment has a version of this story.

New in ggshield 1.51: Codex Hooks, MCP Discovery, and SLSA Provenance

ggshield 1.51 is here with better support for AI-powered development and browser-less environments. This release adds Codex hook support, MCP server detection across Claude and Cursor, and `ggshield auth login --method oob` for SSH sessions and headless servers. It also strengthens trust in the ggshield supply chain with GitHub Artifact Attestations for release binaries, improves plugin management through your authenticated GitGuardian instance, adds a `vscode` alias for Copilot hook installation, and shows workspace ID in `ggshield api-status`.

You probably don't need private PKI for internal infrastructure

Running your own certificate authority sounds like the responsible choice for internal infrastructure. Distribute your root cert to every machine and issue certs internally. In practice, you spend the next six months chasing down every device, contractor laptop, and vendor console that didn’t get root installed. The warnings come back. And when they do, people click through them, because they always have. There’s a simpler path, and most teams don’t know it exists.

Developers Are Installing AI Agent Skills Too Fast

235,000 installs per week. That’s how quickly developers are downloading AI agent skills — packages that give AI coding agents new capabilities like shell access, file system operations, cloud access, and deployment permissions. But unlike traditional npm packages, agent skills introduce a completely new security problem: natural language instructions that AI agents can interpret and execute autonomously.