Café .io
João Almeida
From Bottleneck to Backbone: How We Accidentally Built a Company-Wide GenAI Platform (And Lived to Tell the Tale)
When knowledge becomes hard to access, support bottlenecks follow. At Mercedes-Benz.io, what started as a small idea to reduce internal support turned into a company-wide GenAI platform, one that empowers teams to build their own assistants, securely and autonomously. In this article, Site Reliability Engineer João Almeida shares how we scaled structured AI to make knowledge easier to find, workflows faster, and autonomy the default.
Oct 31, 2025
All articles
Thiago Ferreira
How TestBash Brighton 2025 Is Shaping the Future of QA
Artificial Intelligence (AI), observability, and mentoring took centre stage at this year’s conference TestBash Brighton. Quality Assurance specialists from around the world came together to explore what’s next for testing and what it means to lead quality in fast-moving, tech-driven environments.
Oct 24, 2025
David Afonso, Pedro Vasconcelos Lopes
Inside Us By Night 2025: How our MB.ioneers Found New Creative Inspiration in Antwerp
Pedro Lopes and David Afonso, two MB.ioneers who recently attended Us By Night, a unique creative festival held in Antwerp from September 25th–27th, 2025.
Oct 22, 2025
Patrícia Fernandes
Scroll Smarter: Understanding AI’s Real Impact on Social Media
Oct 10, 2025
Share your
excellence