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`.

https://www.youtube.com/watch

Leveraging AI for enhanced security: prioritizing real-time threat detection and anomaly monitoring. Ensuring secure platforms and utilization for advanced applications.

Sometimes unlimited tokens and rippin' guitar riffs can't solve every problem. The best builders know what NOT to build. Vibe coding might cut down on time, but that's only a fraction (20%) of the total software lifecycle cost. The other 70–80%? Maintenance, security patches, compliance updates. The slow grind of keeping it alive in production. When it comes to something as complex and critical as keeping your security airtight, depth wins over speed every time.