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How to Deploy a Modern Web Application to the Cloud in 5 Simple Steps
9+ hour, 10+ min ago (24+ words) Building an application on your local machine is rewarding, but seeing it run live on the web for... Tagged with webdev, tutorial, beginners, cloud....
Build in the VM, Think on the Mac GPU: Debian 13 on Apple container With a Local Gemma 4
13+ hour, 20+ min ago (1539+ words) This article walks through building a Debian 13 machine under Apple's container CLI on an Apple silicon Mac, and then wiring that machine to a local LLM running on the Mac's own GPU. Getting there has two halves, and the first…...
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
13+ hour, 25+ min ago (733+ words) Ask a coding agent to run a build, and you have just handed a language model the ability to cat ~/.ssh/id_rsa. Prompt-level instructions like "do not read sensitive files" are not a security boundary — they are a suggestion to a…...
“But It Works on My Laptop!” — Debugging My MERN Project After Deploying to Vercel. 🔗📚🚀
15+ hour, 30+ min ago (987+ words) A few days ago, I was working on one of my MERN projects, a grocery web application. I had spent a lot of time building the frontend, connecting the backend, setting up MongoDB, implementing authentication, and integrating features like payments…...
I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
1+ day, 16+ hour ago (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...
How I Built an Agentless Self-Hosting Orchestrator with 100+ Tested Stacks & 100% Local AI
1+ day, 18+ hour ago (417+ words) For anyone passionate about digital sovereignty and homelabbing, setting up a private home server on a Single Board Computer (like a Raspberry Pi 5, Orange Pi) or a Proxmox home lab is one of the most rewarding engineering projects. However, anyone…...
How Do You Actually Deploy a Machine Learning Pipeline?
1+ day, 21+ hour ago (435+ words) A trained model sitting in a Jupyter notebook has never made anyone money. The accuracy score can be excellent, and it still won’t matter if …...
Docker Bake in Practice — Part 1: From Bash Scripts to Declarative Builds
2+ day, 15+ hour ago (976+ words) Replace your 200-line bash build scripts with a single declarative Docker Bake file: parallel builds, shared variables, validators, inheritance, matrices, and Compose as Bake input. Tagged with docker, dockerbake, devops, tutorial....
How to remove a directory in Linux?
2+ day, 16+ hour ago (848+ words) You run rmdir on a folder you just created and it works, then you run the same command on a folder with a single file inside and get Directory not empty. That split is the whole design of directory removal…...
How I Slashed a Docker Image from 442 MB to 56 MB (87% Cut) and Hardened It for Production
3+ day, 15+ hour ago (691+ words) We've all been there: you whip up a simple microservice in Python, write a quick Dockerfile, run docker build, and suddenly your container image weighs almost half a gigabyte (or 1.75 GB uncompressed on disk!). For a 15-line Flask application with…...