https://www.definit.co.uk/tag/ai/Recent content in AI on DefinITHugo -- gohugo.ioen© 2026Wed, 15 Apr 2026 00:00:00 +0000https://www.definit.co.uk/2026/04/from-secrets-to-systems-vault-mcp-in-ai-driven-workflows/Wed, 15 Apr 2026 00:00:00 +0000https://www.definit.co.uk/2026/04/from-secrets-to-systems-vault-mcp-in-ai-driven-workflows/<p>AI agents are starting to move beyond code creation and into real operations workflows. That means they&rsquo;re beginning to need access to the same things our services need: secrets, certificates, database credentials, and secure configuration. And the problem, when you look at how most teams are handling this today, is that our existing patterns were never designed for non-human reasoning systems.</p>