Published inMemory Leak·PinnedFoundational Model Orchestration (FOMO) — A PrimerVC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. There are two approaches to building Machine Learning (ML) applications. Traditionally, data scientists and ML engineers trained or fine-tuned ML models they deployed to production as a notebook or API. Recently a…Machine Learning5 min readMachine Learning5 min read
Published inMemory 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 inMemory 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…JavaScript6 min readJavaScript6 min read
Published inMemory 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. …Data5 min readData5 min read
Published inMemory 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 inMemory Leak·Oct 6Memory Leak — #30VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Assistant With Bard: A Step Toward a More Personal Assistant Assistant with Bard is a personal assistant powered by generative AI. It combines Bard’s generative and reasoning capabilities with Assistant’s personalized help…AI5 min readAI5 min read
Published inMemory Leak·Aug 18Memory Leak — #29VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products System Initiative Code Now Open Source System Initiative is a collaborative power tool designed to remove the papercuts from DevOps work. The founders created System Initiative because they were driven by frustration…Security5 min readSecurity5 min read
Published inMemory Leak·Jul 7Memory Leak — #28VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products OpenAI Code Interpreter ChatGPT Plus takes things to the next level by integrating a code interpreter into its model. This allows ChatGPT to run code, optionally with access to files you’ve uploaded…Artificial Intelligence4 min readArtificial Intelligence4 min read
Published inMemory Leak·Jun 30Memory Leak — #27VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Speakeasy’s $11M Raise Speakeasy provides production-quality developer surfaces for your API that delight users and make integration easy. Speakeasy announced they are moving from beta to general availability of their managed native-language…Venture Capital4 min readVenture Capital4 min read
Published inMemory Leak·Jun 29Our Investment in Speakeasy — Next-Gen API DevEx PlatformVC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. We are seeing a profound shift of software development moving to an API-first approach. From microservices to API solutions, APIs have become the foundational building block for building applications. Unfortunately, it is…Programming3 min readProgramming3 min read
