A developer in the ML Zoomcamp course learned to deploy a machine learning model by exporting it with Pickle, creating a FastAPI server, and containerizing with Docker. The developer chose not to depl…
Randy Bias, VP of Technology and Strategy at Mirantis, discusses the overlooked aspects of the AI revolution in an interview on The Root Cause. Bias, co-author of the 'Pets vs Cattle' model and former…
Bastion launches isolated Linux VMs for background coding agents, enabling parallel agent execution without runtime conflicts. The tool allows self-hosting on KVM-supported Linux systems and defines e…
A developer built a GitHub repository auditing tool called repo-audit-agent using Hermes Agent, starting from a Windows PC with virtualization disabled and no Linux environment. The project, completed…
The author created an Ubuntu 22.04 server on AWS EC2 in May 2026 to gain hands-on experience with a real Linux environment, building and automating five production-style Bash scripts for server health…
This article details a Retrieval-Augmented Generation (RAG) architecture built on AWS EC2 that uses n8n for workflow orchestration, PostgreSQL with pgvector for vector storage, and Ollama to run the G…