GitLab vs GitHub: What Practitioners Actually Say

Every few months, a thread pops up on r/devops. “Should we use GitLab or GitHub?” The answers are never simple. Because the right answer isn’t a platform. It’s a question about what your team actually needs. I’ve spent the past few weeks reading hundreds of practitioner comments across Reddit, analyzing Gartner and Forrester reports, and digging through video transcripts from real users running both platforms at scale. The pattern that emerges is nothing like the marketing pages. ...

June 11, 2026 · 4 min · Vaultweaver

Is GitLab the Right Choice for Your Team?

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. ...

June 11, 2026 · 5 min · Vaultweaver

Self-Hosting GitLab in 2026: The Microsoft Independence Move

A software developer at a German automotive supplier told me he chose GitLab for one reason. “Because it’s not owned by Microsoft.” He’s not alone. Across dozens of Reddit threads, practitioner forums, and industry discussions, this sentiment appears again and again. Self-hosting GitLab isn’t just a deployment choice. For a significant segment of the community, it’s a statement about platform independence and data sovereignty. But self-hosting a platform as complex as GitLab comes with real operational costs. Here’s what that trade-off actually looks like in 2026. ...

June 11, 2026 · 4 min · Vaultweaver