xkarinsan
I'm a software engineer based in Singapore who enjoys building tools that reduce developer friction.
I kept running into the same problem across projects: code gets written fast, but documentation is either missing, incomplete, or quickly outdated. A few months later, even my own code feels unfamiliar — especially in larger or fast-changing codebases.
So I built Code2Docs for 2 reasons:
Help developers document as they go, without interrupting flow
Make it easier to revisit, maintain, and onboard others into your codebase
This is my first open-source CLI tool — hoping it helps others as much as it’s helped me already. Would really appreciate your feedback or suggestions
Show HN: Open-Sourced AI CLI Tool
https://code2docs-open-source.netlify.app/
I’ve been working on Code2Docs, an open-source CLI tool that helps developers automatically generate inline documentation (docstrings + comments) for Python code using AI.It’s built to solve a common problem I’ve faced (and seen often in teams): We code by "vibe" — fast iterations, minimal docs, and then forget what the logic was months later. Code2Docs helps bridge that gap by documenting as...
Location: Singapore
Remote: Open to in-person or hybrid (within Singapore), remote (anywhere)
Willing to relocate: No
Technologies: React, Typescript, Python, FastAPI, Firebase, C#, FastAPI, HTML, CSS, Javascript, MongoDb
Résumé/CV: Resume: https://drive.google.com/file/d/18Rbjl5k9eYfSp1PJgq5Lhl5DB9G_exrr/view?usp=drive_link, Linkedin: https://www.linkedin.com/in/leesiangmeng/ or Github: https://github.com/xkarinsan
Email: [email protected]
About Me: Hi guys, I am Siang Meng, a very passionate Full Stack Engineer based in Singapore with a strong background in developing innovative software solutions and optimizing user experiences. I graduated in 2024 with a degree in Information Systems and am currently focused on creating impactful applications, such as an AI-powered SaaS for automated code documentation (Code2Docs) and a gamified recycling app (GreenQuest). My work spans various technologies including Python, ReactJS, FastAPI, and Vue.js, with experience in both frontend and backend development. I have honed my skills in improving system performance, automating processes, and collaborating in dynamic environments during my internships at companies like Phaos Technology, IntentAI, and Aspri Group. I am driven by solving real-world problems through technology and always eager to learn new skills to make an impact. I am also open to exploring opportunities in the AI field, where I can leverage my background and grow further.Show HN: Documentation Generator SaaS (Looking for Feedback & Signups)
Hi, we created Code2Docs, a SaaS which helps developers generate documentation for their codebase using GenAI, thus allowing them to focus on delivering value for their software/projects. We also participated in Backdrop Build V5 and were among the finalists. It would be great if yall can pre-register and provide some feedback :)Links: - Our Demo Site: https://code2docs-demo.netlify.app/ - Our...