GitLab

Positive signals

• ✓GitLab Orbit, now generally available, makes AI Agents more accurate and less expensive to run Cyprus Shipping News
• ✓A critical vulnerability needs a fix and a map. The fix is usually fast. Finding where the vulnerable component lives, who owns it, and whether it's exposed to the Internet is what costs you time. Most security teams piece that answer together from scanner reports, spreadsheets, and a Slack thread asking who owns a service nobody recognizes, and you stay exposed for every hour that takes. GitLab Orbit , now generally available , replaces this manual work with a single query. Orbit connects code,
• ✓Agents are working across your team's software development lifecycle, but most still operate as separate tools, leaving the context, handoffs, and permissions for your team to stitch together. When your agents use APIs for these disparate tools, they often guess at endpoints and use up their context window on extra calls. The GitLab MCP server, now generally available with GitLab 19.5 , connects your team’s external agents to your entire software lifecycle — from planning through production. The