Tools

Cars24 scales conversations and builds faster with OpenAI agents

Cars24 shows how a complex, conversation-driven marketplace can use OpenAI's voice agents and Codex to handle over a million conversation minutes per month, while letting finance, legal, and operations teams build their own workflows. The key was starting with the most friction-heavy parts of the sales funnel and letting adoption spread organically.

Read MoreCars24 scales conversations and builds faster with OpenAI agents

Hugging Face discloses AI-driven intrusion and AI-assisted response

Hugging Face disclosed a real AI-vs-AI intrusion where an autonomous agent breached their dataset pipeline, executing thousands of actions over a weekend. Their own AI-driven forensics—switching from blocked frontier APIs to an open-weight model on their infrastructure—revealed a critical asymmetry: attackers face no guardrails, but defenders using hosted models can be locked out by safety filters.

Read MoreHugging Face discloses AI-driven intrusion and AI-assisted response

What building Shippy taught us about building agents

Building an AI agent for high-stakes maritime domain awareness requires more than a good model—it demands a reliable system with deterministic tools, sandboxed isolation, and rigorous evaluation against live data. The article details the architecture behind Shippy, an agent that helps analysts make decisions without overstepping into tactical recommendations.

Read MoreWhat building Shippy taught us about building agents

Agility Robotics Opens Humanoid Training Facility Near Tesla

Agility Robotics is opening a training facility in Tesla's backyard, but unlike Optimus, Digit is already earning revenue in warehouses. The company's pragmatic approach—keeping safety separate from generative AI, focusing on logistics, and going public via reverse merger—positions it as the credible leader in humanoid robotics for industrial use.

Read MoreAgility Robotics Opens Humanoid Training Facility Near Tesla