SESonny Enchillinsonnyenchill.hashnode.dev·2d ago · 4 min readWhat 2am Infrastructure Looks LikeThe first time I brought the stack up, it worked. docker compose up, logs scrolling, MySQL initialising, the app connecting, NGINX routing traffic through. I watched it happen, end to end, and it was 00
SESonny Enchillinsonnyenchill.hashnode.dev·2d ago · 4 min readWhat 2am Infrastructure Looks LikeThe first time I brought the stack up, it worked. docker compose up, logs scrolling, MySQL initialising, the app connecting, NGINX routing traffic through. I watched it happen, end to end, and it was 00
MTMRIDUL TIWARIinmriduliti.hashnode.dev·Aug 1 · 9 min readEight Jenkins masters, one runbook, and the day AL2023 refused to behave like Amazon Linux 2The alert wasn't a pager — it was a 404 during dnf install jenkins on the first clone target. We were mid-wave on a Jenkins master migration: eight production controllers, each moving from an old host00
MSManish Shivanandhaninfreecodecamp.org·Jul 24 · 22 min readHow to Diagnose Production Bugs When You Can't Reproduce Them LocallyEvery developer eventually encounters the same frustrating problem. A customer reports that your application is failing in production. You try the exact same workflow on your development machine, but 00
ACAngel Chavezinblog.it-anc.cloud·Jul 23 · 3 min readStanding Up My Production Environment, Part One: BootstrappingStaging has been stable for a while now. Two apps, one monitoring stack, and Renovate all running as services. Everything reachable internally through ingress, with the apps that need it exposed publi10
PRPriyanshu Royinroypriyanshu02.hashnode.dev·Jul 22 · 6 min readMy AI coding agent kept grepping my repo to find one function — so I cut its token usage by 90%Hey, this is my first post on Hashnode. I'm a CS student, and I built a small tool recently to solve a problem I kept hitting in my workflow. It's not the next big thing, but if you're hitting the sam24KM
Mmarkgsaxon3inai-decodeddev.hashnode.dev·Jul 22 · 5 min readHow to Hire AI Agent Developers for Production SystemsQuick answer: To hire AI agent developers for production systems, look for engineers who have shipped agents that run reliably under real traffic, not just demos. Prioritize experience with LLM orches00
SPSarah Paninsarahtokenbay.hashnode.dev·Jul 20 · 7 min readBuilding a Model-Agnostic Agent Harness: What Breaks When You Switch LLMsSix months ago, I made a bet on a project: let users pick their LLM. Three months later, I realized the dropdown was the easy part. This is what the hard part looked like. The Model Changed. Everythin00
VCVinay Chaudhariinai4all.hashnode.dev·Jul 18 · 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
DGDebashish Ghosalinpragmatic-engineer.hashnode.dev·Jul 17 · 14 min readThe Real Cost of an AI Task Isn't the Per-Call PriceThe Real Cost of an AI Task Isn't the Per-Call Price TL;DR — I built an open-source tier router that tracks what AI tasks actually cost, not what individual calls cost. Field tested against real Fast10
