VCVinay Chaudhariinai4all.hashnode.dev·8h ago · 9 min readFastAPI + LangChain + Docker: My Blueprint for Shipping LLM Microservices to ProductionThe problem nobody warns you about Every LLM demo looks the same. A notebook, one API call, a clean prompt, a great answer. Everyone claps. Then someone says "let's ship it," and that's where most pro00
AHAkash Hadagali Persettiinakashpersetti.hashnode.dev·2h ago · 8 min readI Ran terraform validate Inside a Lambda. Two Things Broke.Most agent projects that generate code evaluate it by asking another model whether the code looks correct. I did that for about a week in TerraformAgent before I got tired of it. The failure mode is b00
VVVarsha Vermaincloud-and-devops.hashnode.dev·1d ago · 4 min readTaming the Sentient Shell: Docker’s 3Cs for Securing Autonomous AI AgentsLarge Language Models were cool when they just wrote poems and answered trivia. But things changed the minute we gave them keyboards 🎹 The jump from a chatbot to an autonomous AI agent is massive. Ag00
SSSakthisaran Sinblog.sakthisaran.in·1d ago · 4 min readWhy I'm Ditching Kubernetes for My Home lab (And What's Replacing It)Why I'm Ditching Kubernetes for My Homelab (And What's Replacing It) If you've followed the MicroK8s build journey series, you know the cluster and I have history — most of it involving dqlite decidin00
VCVivian Chiamaka Okoseinvivianokose.hashnode.dev·1d ago · 5 min readI Deleted My Database on Purpose. It Was Back in 47 Seconds.There's a sentence I can't stop thinking about: A backup you have never restored is a wish, not a backup. Most engineers set up backups and never test them. The backup job runs every night, everyone f00
MMaheshinmaheshtech.hashnode.dev·1d ago · 7 min read8 Docker Interview Questions That Separate "I've Used Containers" From Real ExperienceI asked a candidate once why his team's Docker image was 1.4GB for what amounted to a fifty-line Flask app. He said "that's just how Python images are," and moved on. It's not how Python images are — 00
MTMd Tarikul Islaminfreecodecamp.org·2d ago · 20 min readHow to Implement PayPal in a Microservice Architecture Using NestJS, gRPC, and DockerIn this tutorial, you'll build a production-ready PayPal payment service using NestJS microservices. Along the way, you'll learn how to isolate payment logic into its own service, communicate between 00
MAMomenul Ahmadinblog.seosiri.com·2d ago · 3 min readBuilding a Decoupled Bio-Robotics & Bionics MCP Server in Python (v1.0.0) Integrating bioinformatics datasets with physical robotic hardware is notoriously difficult. Biological data (like UniProt or NCBI strings) is unstructured, while physical motors (steppers and bionic 00
JJJames Joynerinblog.devopsaitoolkit.com·3d ago · 4 min readDocker Compose in Production: What Changes and What BreaksDocker Compose is so good at local development that it's tempting to just point it at a production server and call it a day. And you can — Compose runs in production fine. But the docker-compose.yml t00
ALAlvaro Lopezinlopz.hashnode.dev·3d ago · 3 min readTestcontainers is great, but Docker-in-Docker is killing your CILet me preface this by saying that Testcontainers is a brilliant piece of engineering. For local development, it has completely changed the game, ensuring parity and killing the "it works on my machin00
