Category: Engineering

We’ve been trying a lot of different things in Project Cyborg, our quest to create the DevOps bot. The technology around AI is complicated and evolving quickly. Once you move away from Chat Bots and start making more complicated things, like working with embeddings and agents, you have to hold a lot of information in…

Working with LLMs is complicated. For simple setups, like general purpose chatbots (ChatGPT), or classification, you have few moving pieces. But when it’s time to get serious work done, you have to coax your model into doing a lot more. We’re working on Project Cyborg, a DevOps bot that can identify security flaws, identify cost-savings…

AI embeddings are powerful. We’re working on Project Cyborg, a project to create a DevOps bot. There’s a lot of steps to get there. Our bot should be able to analyze real-world systems and find our where we could implement best practices. It should be able to look at security systems and cloud deployments to…

Classification We’re hard at work on Project Cyborg, our DevOps bot designed to enhance our team to provide 10x the DevOps services per person. Building a bot like this takes a lot of pieces working in concert. To that end, we need a step in our chain to classify requests: does a query need to…