PinnedNick MillerSetting up a Kubernetes ClusterKubernetes is a difficult piece of software. Even setting up the initial cluster to learn Kubernetes involves extensive debugging. To help…Jan 3, 20231Jan 3, 20231
Nick MillerGiving Generative AI Access to Real-Time Knowledge with the Perplexity APITraditional generative AI models, such as GPT-4 and Claude 3.5 Sonnet, have significantly progressed in natural language processing and…Aug 7Aug 7
Nick MillerDeploying a Groq Chatbot on Google Cloud Run ContainersThe open-source Large Language Model (LLM) community is booming. Meta recently released 8 billion and 70 billion parameter versions of…May 16May 16
Nick MillerHow to SSH into a Google Cloud VMIf you’re coming to GCP from the land of AWS, one of the first things you’ll discover while learning the platform is that there is no…May 6May 6
Nick MillerModern AI is made with stringWith modern chatbots, the magic happens within strings. You’ve probably heard of prompt engineering, the art of writing prompts that will…Apr 30Apr 30
Nick MillerHow to Integrate Static Code Analysis into CI / CD WorkflowsAll the cool kids are generating code with LLMs. They’re writing Bash scripts, server-side NodeJS, and API endpoints. It’s a wonderful boon…Apr 3, 2023Apr 3, 2023
Nick MillerAutomating Technical Exam Prep with Python, ChatGPT, and Airtable FlashcardsIf you’ve taken exams, the most significant moments of self-doubt tend to set in right as you get to the practice exams. That’s when you…Mar 21, 2023Mar 21, 2023
Nick MillerQuick and Easy Linux Instance Setup: Get Started in MinutesSetting up Linux instances for development and testing can get tiresome. So, to eliminate the hassle, I’ve created a Terraform template…Mar 15, 2023Mar 15, 2023
Nick MillerReducing Cloud Costs in a RecessionIf there’s one elephant in the room of every IT conversation I’ve had recently, it’s the impending doom of the recession on the horizon. In…Feb 2, 20231Feb 2, 20231
Nick MillerUse Python Lambdas to remotely run shell commands on EC2 instancesI was recently working on a Terraform file for Kubernetes and ran into the limits of Terraform when trying to update a file with the IP…Jan 9, 2023Jan 9, 2023