Blog

• Building a VLM-Augmented Safety Monitor with Atriva

  A practical tutorial: wire Atriva's edge AI safety detection to a VLM to get automated incident reports, severity scoring, and natural-language alerts — with real code.

  Wed Mar 25 2026

• Edge AI Is the Perception Layer for AI Agents

  AI agents can reason, plan, and act — but they can't see. Here's why edge AI is the missing half of every agentic system deployed in the physical world.

  Fri Feb 06 2026

• Atriva AI and the Rise of Physical AI

  Atriva AI goes beyond edge vision to enable real-world, event-driven Physical AI systems.

  Wed Dec 17 2025

• Why You Still Need to Learn How to Code

  Even in the age of AI, real growth comes from building real products.

  Sun Nov 23 2025

• Learn by Building: Why Atriva AI Is for New CS Graduates

  Atriva AI helps new CS graduates and junior engineers learn by building real products on open source architectures.

  Thu Nov 06 2025

• Why We Still Need Atriva AI in a World Where Cloud AI Can Build Apps Automatically

  General-purpose cloud AI can generate entire apps—but edge AI remains fragmented, hardware-specific, and deeply tied to real-world sensors. Here’s why platforms like Atriva AI still matter.

  Thu Oct 23 2025

• 🚀 Announcing the Atriva AI Community — Building the Future of Edge AI Together

  Introducing the Atriva AI Community GitHub — an open ecosystem for developers and graduates to learn, build, and launch real-world Edge AI products.

  Sat Oct 04 2025

• Why We Started Atriva: Turning Frustration into a Framework for Edge AI

  A founder’s perspective on the chaos of rebuilding edge AI applications and why it’s time to focus on business value, not just infrastructure.

  Wed Aug 27 2025