[Music] Hi everybody, my name is Eno. I really appreciate that introduction. Um, and maybe I can start with a bit of background.Uh, I started working on LLMs about two and a half years ago. uh when uh GBT3.5% was coming out and it became increasingly clear that agentic systems were going to be possible with the help of LLMs. . At factory we believe that the way that we use agents in particular to build software is going to radically change the field of software development. We're transitioning from the era ...

[Music] It's great to be here. So, I'm Josh Albertch. I'm the CTO of Imbue.Uh, and our focus is on making more robust, useful AI agents. In particular, we're focusing on software agents right now. And the main product that we're working on today is called Sculptor. So, the purpose of Sculptor is to kind of help us with something that we've all experienced.You know, we've all tried these vibe coding tools and you, you know, tell it to go off and do something. It goes off and creates a bunch of code for you. ...

Industry Trends - Software development has two loops: an inner loop focused on development and an outer loop focused on review [1] - AI adoption is increasing among developers, with nearly every developer surveyed using AI tools [2] - 46% of code on GitHub is being written by AI, indicating a significant shift in code generation [3] - The inner loop is changing due to AI, making developers more productive and producing higher volumes of code [3][4] - The outer loop is becoming a bottleneck as developers have to review, test, merge, and deploy higher volumes of code [5] Graphite's Solution (Diamond) - Graphite aims to create a new outer loop to address the challenges posed by increased code volume [6] - Graphite's AI code review platform, Diamond, focuses on high signal, low noise, deep understanding of codebase and change history [13] - Diamond summarizes, prioritizes, and reviews each change, integrating with CI and testing infrastructure [13] - Diamond aims to reduce code review cycles, enforce quality and consistency, and keep code private and secure [13] - AI-generated feedback from Diamond's comments are accepted at a 52% rate, higher than human comments (45-50%) [15][16]

In my opinion, the the easier it is to write software, then the more software we can have. Right now, if we think of like I bet you if we look pull up our phones, well, you folks are investors. But if you're not an investor, I bet you if you pull up your phone, most of the apps on it are apps that are built by large teams for millions of users.And there's very few apps that are built like just for us and the specific thing that we need. Um, and so I think as it becomes more and more practical to build like ...