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5 contributions to EngineeringTech
How I Made AI Write Code That Doesn’t Rot
I started building an Obsidian plugin and wrote almost every line of it with AI, using DeepSeek v4 inside OpenCode. The speed is real. Development flies, and it delivers features really, really fast. But the key word is almost. I still have to review, fix, and adjust the code. The problem is that AI does not care about design patterns, naming conventions, or consistency. It produces code that is hard to read. Code nobody cares about is bug-prone. When it breaks, I am the one who has to fix it. So, I made the tooling care for me. Every check with a strict mode runs in strict mode: TypeScript: A silent type bug becomes a failed build seconds after I write it. It never ships. - Prettier: The formatting debate that used to take a team meeting now takes one command. - Knip: Dead code is flagged the moment it is no longer imported. I delete it and move on. - jscpd: Paste a block twice, and it tells me to extract a shared function. - depcruise: One architecture-breaking import kills the build. My design survives. The real hero is AGENTS.md. I wrote down exactly what I want the AI to follow during development, focusing primarily on code structure. The model reads it before writing a single line. One file replaced a hundred code reviews. The payoff is immediate. I can check the code anytime and understand it in minutes, not evenings. When the checks pass, the code is mine, even though I did not type a word. The lesson is simple. Quality gates are not overhead. They are what makes AI-written code yours. The AI brings the speed. The checks bring the judgment. You bring the standards. Here is the link to the repository so you can check out what I did: https://github.com/Karol-Szykula/NotePalace/tree/develop
How I Made AI Write Code That Doesn’t Rot
1 like • 9d
Which DeepSeek v4 , also check openspec to avoid drifst
1 like • 8d
@Karol Szykula i more thougt wheter any Q version or pretrained version. But I assume you used official one. Openspec proper create documents and task in spec driven development which i use in daily basis
Job-forge
Hey everyone! 👋 I just open-sourced a new project: job-forge — an LLM-powered CV & job-matching assistant that runs entirely in your browser. ✅ Paste a job offer → get a tailored, ATS-optimized resume in seconds ✅ Matches job requirements against your skill profile automatically ✅ Supports Anthropic Claude, Gemini, Ollama (local), or any OpenAI-compatible proxy ✅ 100% private — all data stays in your browser, nothing stored on any server ✅ Built with TypeScript + React + Vite Whether you're actively job hunting or just want to stay sharp, this tool can save you hours of CV tweaking. Would love your feedback, stars, or contributions! 🔗 https://github.com/codemonkey-df/job-forge Let me know what you think! 🚀
2 likes • Apr 22
This is not llm provider app. This has to be configured by the user.
LeetCode project
Hey everyone! 👋 I just open-sourced a new project: leetcode-ex — an LLM-powered tool that automatically generates high-quality LeetCode-style coding exercises. ✅ Built in TypeScript ✅ Generates clean Python solutions + explanations by default ✅ Easy to adapt to any language (new module to add) Whether you're learning, teaching, or building your own LeetCode-style platform, this can save you tons of time. Would love your feedback, stars, or contributions! 🔗 https://github.com/codemonkey-df/leetcode-ex Let me know what you think! 🚀
2 likes • Apr 1
You can pass any AI , im running it via llama.cpp server and qwen3 coder NEXT 8Q
How I've installed Proxmox the first time
For years, I've wanted a straightforward way to create and manage virtual machines. I tried VirtualBox, QEMU/KVM, and a few others, but none felt right for the long haul. My final hope? Proxmox. A few years back, I snagged a cheap used Lenovo ThinkPad. I added a 1TB SSD (I already had two smaller ones), plus 32GB of RAM. Suddenly, I had everything I needed. Preparing the USB stick was a breeze with this command: caligula burn <iso_name> I installed Proxmox, and I have to say, my first impressions are fantastic. I spun up an Ubuntu Server VM in no time, and the simplicity blew me away. Now, I'm excited to experiment more: setting up a backup server, DNS, build pipelines, and whatever else catches my eye. Stay tuned as I dive deeper!
1 like • Mar 23
Im using it as my local AI server by passing gpu to my lxc container where i run llama.cpp server
Vibe coding
Hello there I usually use vibe coding to handle UI/UX cases in my project. And here starts an issue: I do not really understand TS/JS :P I would like to better understand how to structure things inside my node.js projects. Why we got ext like ts, tsx , and when for example choose react and when something else. Can you provided me some guidance in this topic ? Unfortunetly I do not have much time to read books/watch tutorials ( from ZERO to SENIOR)
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Active 7d ago
Joined Feb 23, 2026