dev-ecosystems

I replaced aaPanel/OpenLiteSpeed with Caddy and shell scripts and turned the process into a benchmark. Two phases (architecture then code), one external code review. The winning model? Not the one you'd expect. tags: ai, benchmark, devops, webdev reactions=80 | comments=110

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is... tags: ai, programming, beginners, machinelearning reactions=15 | comments=5

Have you ever tried to build an automation that works so well it bypasses the very rules you set for... tags: ai, security, agents, automation reactions=21 | comments=15

AI wrote the first 80% of my feature in 10 minutes. The code was clean. The logic made sense. The... tags: ai, programming, productivity, softwareengineering reactions=39 | comments=21

Last year I was asked to investigate a startup's AWS bill. It had jumped from roughly $200/month to... tags: node, javascript, aws, webdev reactions=24 | comments=14

TL;DR: What gadgets, tools, furniture and whatnot do I need for an ideal desk setup for a... tags: productivity, watercooler, discuss, tooling reactions=51 | comments=34

Code generation is solved, but memory isn't. Here's an argument for why the SDLC is inverting with intent becoming the spine and code becoming a layer you drill into, explaining what teams lose every time an agent's reasoning disappears. tags: ai, sdlc, llms, agents reactions=2