Blog

What We Learned from Our Beta
Usage patterns from our beta. How the platform grew, how people used it, what challenged us, and what it all means for what we build next.
April 17, 2026 · 11 min read

Why AI Agents Break in Production
AI agents look impressive in demos. In enterprise production, reliability, observability, and workflow fit matter far more than clever orchestration.
April 9, 2026 · 12 min read

Why AI Models Struggle with Office Files
Models can write code and summarize text, but they still struggle to reliably edit a PowerPoint. The problem isn't just the model. It's the format.
April 7, 2026 · 10 min read

Breaking Free from Big Tech in 2026
Europe has real sovereignty policy and real alternatives. The harder challenge is turning them into products people adopt at scale.
April 2, 2026 · 12 min read

Why We're Building a New File Format
Why we built .ndjm from scratch, and why legacy formats can't carry what comes next.
March 15, 2026 · 8 min read