DataBox
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DataBox helps teams structure, connect, and control the information their AI agents need to do reliable work.
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Featured projects, products, and field notes.
A collection of the things we build, the client work we can share, and the articles we write about AI agents in practice.
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Latest writing
What Do We Talk About When We Talk About Context in AI?
Ivan Pedrazas••7 min read
Singapore’s Mix of Ambition and Pragmatism in AI
Matthias Lübken••5 min readReflections from AI Engineer Singapore on agentic AI, coding-agent harnesses, governance, and why ambition works best when paired with pragmatism.
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Don't Make Your Agent Guess — Impressions from AI Engineering London
Matthias Lübken••2 min readLast week I had the privilege to talk at the AI Engineer conference in London. It's amazing to see a new community emerge and be part of it.
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Microsoft Copilot Cowork: Coding Agents Meet the Enterprise
Matthias Lübken••4 min read
The Spec-Driven Development Triangle
Matthias Lübken••5 min read
How Much Can You Build in a Couple of Hours?
Matthias Lübken••5 min read
AI-Native Companies: German Tech Firms Are Reinventing Themselves
Matthias Lübken••5 min read
Coding Agents Beyond Coding: How to Customize Claude Cowork and Experience Next-Gen Business Agents
Matthias Lübken••5 min read
The App-Store Moment of AI
Matthias Lübken••3 min readSam Altman revealed OpenAI's AppSDK, allowing developers to embed full-fledged Apps directly into ChatGPT. If you think about the transformation the iPhone App Store brought, combined with ChatGPT's adoption pace, the implications are massive.
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How Specs Change Everything for Software Development
Matthias Lübken••5 min read