Published in Memory Leak·PinnedReverse ETL — A PrimerData infrastructure has gone through an incredible evolution over the past three years. We have moved from Extract, Transform, Load (ETL) to ELT, where raw data is copied from the source system loaded into a data warehouse or data lake and then transformed. Now teams are adopting yet another…Data5 min readData5 min read
Published in Memory Leak·PinnedThe JAMstack: It’s Pretty SweetThe JAMstack represents a major trend in web development. Coined by Mathias Biilmann, the CEO of Netlify, the JAMstack is “a modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt Markup.” The JAMstack offers an alternative to the LAMP and MEAN stacks and has some advantages like…Java Script6 min readJava Script6 min read
Published in Memory Leak·PinnedData Orchestration — A PrimerData scientists and data engineers are responsible for authoring data pipelines and workflows. Historically individuals wrote cron jobs to orchestrate data but today there are data orchestration frameworks that allow them to programmatically author, schedule, and monitor data pipelines. Over the past few years, we have seen the emergence…Data5 min readData5 min read
Published in Memory Leak·PinnedData Pipelining — A PrimerData pipelining is the act of moving data from one location to another and is one of the most critical operations in data infrastructure. Data pipelines are a superset of Extract, Transform, Load (ETL) and modern ELT. Additional data pipeline technologies include reverse ETL and integration and workflow automation…Data4 min readData4 min read
Published in Memory Leak·1 day agoMemory Leak — #14VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products LangChain LangChain is an open source Python library aimed at assisting in the development of LLMs by coordinating tasks in an LLM workflow. LangChain provides many modules that can be used to…AI4 min readAI4 min read
Published in Memory Leak·Jan 21Memory Leak — #13VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products NanoGPT The simplest, fastest repository for training/finetuning medium-sized GPTs. It is a rewrite of minGPT that prioritizes teeth over education. Why does this matter? We are seeing two camps of ML practitioners…AI4 min readAI4 min read
Published in Memory Leak·Jan 18‘Phase 3 ML Infrastructure’ and the Expanding Machine Learning MarketVC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. AI has a long history. The Turing test was invented in 1950 and since then ML has experienced winters and summers. We are currently in a ML boom that began with the…Data4 min readData4 min read
Published in Memory Leak·Jan 6Memory Leak — #12VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products HTTPie AI HTTPie uses AI to helps individuals interact with APIs. You can describe a request using natural language (like “Fetch last release details of httpie/desktop”). Individuals can also ask the AI…Programming4 min readProgramming4 min read
Published in Memory Leak·Dec 16, 2022Memory Leak — #11VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Github Teases New Copilot Feature That Lets Developers Code With Their Voice GitHub announced expansions to Copilot, the service that uses AI to help programmers write code. After launching Copilot in GA…Programming4 min readProgramming4 min read
Published in Memory Leak·Dec 9, 2022Memory Leak — #10VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products OpenAI ChatGPT ChatGPT is a foundational modal that interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer follow-up questions, admit its mistakes, challenge incorrect premises, and…Programming4 min readProgramming4 min read
