- Platform/SRE — Skip
- CI/CD — Learn: GitLab Duo’s new model backend delivers faster agentic runs and lower token consumption for tasks like dependency updates and build fixes — worth evaluating if your team already uses GitLab Duo for pipeline automation, but no migration or configuration change is required today.
- Leader — Learn: GPT-6 Astra’s 43% speed and token-efficiency gains on GitLab Duo agentic tasks may stretch AI feature budgets further and reduce developer wait time — worth tracking as a cost and productivity signal if the org is invested in GitLab Duo.