Welcome back to another edition of The Roundup, folks. We've got context aware AI assistants, hyper-realistic photo generation, and a breakdown of OpenAI's recent hiring binge, and lots more. Let's get into it. — Aaron and Sanjana





As a startup founder, finding product-market fit is your top priority.
But landing bigger customers requires SOC 2 or ISO 27001 compliance—a time-consuming process that pulls you away from building and shipping.
That’s where Vanta comes in.
By automating up to 90% of the work needed for SOC 2, ISO 27001, and more, Vanta gets you compliant fast—opening doors to next-level growth opportunities.
Over 10,000 companies like Atlassian, Factory, and Chili Piper streamline compliance with Vanta’s automation and trusted network of security experts. Whether you’re closing your first deal or gearing up for growth, Vanta makes compliance easy.
OpenAI is making moves like it’s assembling the Avengers of tech. First, there’s Justin Uberti, a heavyweight in real-time communication and the creator of WebRTC. After years of redefining how we connect online, he’s now tackling AI’s next big challenges at OpenAI. Whatever he’s working on, it’s safe to say it’ll likely involve revolutionizing how humans and AI interact—or maybe something we haven’t even thought of yet.
And then there’s Caitlin Kalinowski, fresh from Meta, where she was in charge of AR glasses that aimed to bring the sci-fi future to your face. Now, she’s leading OpenAI’s robotics and consumer hardware efforts. Her hire suggests OpenAI might be gearing up for something tactile—robots? AI-optimized devices? Whatever it is, the company isn’t just thinking about ones and zeros anymore; they’re thinking about things you can hold (or that can hold you?).
This hiring blitz isn’t just about picking up talent; it’s about signaling ambition…

By Pranav Raja, Co-founder, and CTO of Foundry.
As AI becomes increasingly embedded in business operations, more founders are adopting agents—automated systems powered by large language models (LLMs) or task-specific components.
However, launching an agent is just the beginning. Continuous improvement is key to ensuring it delivers real value. Here’s a practical, non-technical guide to setting up a robust evaluation and improvement process for your AI agent.