We Compared 6 AI Coding Tools on Security. The Gap Between #1 and #2 Is Alarming.

Thu, 11 Jun 2026 11:00:00 +0000

One tool has 50 admin-controlled security settings deployable via MDM. Two tools have literally no documented MCP governance at all. One tool can’t even let admins disable telemetry.

I spent two weeks digging through every piece of public documentation across six agentic coding tools — not marketing pages, not whitepapers, but actual config files, API docs, privacy policies, and security certifications. What I found was a landscape where the distance between best-in-class and “we’ll figure it out later” is measured in light-years, not inches.

Is GitLab the Right Choice for Your Team?

Thu, 11 Jun 2026 07:00:00 +0000

After synthesizing hundreds of practitioner conversations, half a dozen analyst reports, and GitLab’s own documentation, the answer to “should my team use GitLab?” comes down to exactly five questions.

Not 20. Not a 50-point comparison matrix. Five questions. Your answers will tell you which tier, which deployment model, and whether GitLab is even the right platform at all.

Let’s walk through them.

Question 1: How Many Tools Are You Consolidating?

This is the most important question. More than pricing. More than features. More than AI.

Enterprise on My Blog

We Compared 6 AI Coding Tools on Security. The Gap Between #1 and #2 Is Alarming.

Is GitLab the Right Choice for Your Team?

Question 1: How Many Tools Are You Consolidating?