Hey everyone, Kai Nakamura here from clawdev.net, and today we’re diving into a topic that’s been buzzing in my own dev circles lately: contributing to open source, not just as a bug fixer or a documentation updater, but as someone who genuinely pushes the needle on AI projects. It’s 2026, and the open-source AI scene
About two years ago, I found myself tearing my hair out over a choice we made in OpenClaw’s early architecture. When I say we, I mean a bunch of us contributors who lived and breathed OpenClaw. There was this one decision about our database structure that kept breaking on us… It
Last month I almost gave up on writing tests for OpenClaw. I was knee-deep in debugging, my eyes were crossing, and writing those tests felt like trying to nail Jell-O to a wall. But here’s the thing: getting those tests right is totally worth the hassle. When you’re crafting plugins or chipping in on the
Prompt Engineering Best Practices 2025: Your Actionable Guide
The field of large language models (LLMs) is moving fast. What worked yesterday might be less effective tomorrow. As an open-source contributor focused on practical applications, I’ve seen firsthand the evolution of prompt engineering. This guide outlines the “prompt engineering best practices 2025” that will help you
Hey everyone, Kai Nakamura here from clawdev.net. Hope you’re all having a productive week. Today, I want to talk about something that’s been on my mind a lot lately, especially as I’ve been diving deeper into some of the more niche AI development libraries: the art of contributing to open source, even when you feel
Understanding the Quality Control Job Description: A Practical Guide
The backbone of any successful manufacturing or service operation is quality. Ensuring products meet specifications, services adhere to standards, and customer expectations are consistently met falls squarely on the shoulders of quality control professionals. But what exactly does a quality control job description entail? This practical
Hugging Face Careers: Your Practical Guide to Joining the AI Frontier
The world of Artificial Intelligence is moving fast, and at its heart is Hugging Face, a company synonymous with open-source AI and making powerful models accessible. If you’re passionate about machine learning, natural language processing, or the broader AI ecosystem, a career at Hugging
Claude Coding vs. Other AIs: A Developer’s Practical Guide
As a developer deeply immersed in open-source projects, I’ve seen AI coding assistants evolve from intriguing concepts to indispensable tools. We’re beyond the hype cycle now; it’s about practical application. When it comes to “claude coding vs other ais,” the distinctions are becoming clearer, especially for
A practical guide to contributing to open source AI projects, with real examples, actionable tips, and strategies for developers getting started.
That One Time OpenClaw Slowed My Workflow
So there I was, knee-deep in the OpenClaw codebase, feeling confident. Everything was going smoothly until I hit the deploy button and… ugh, everything slowed down. My app felt like it was running in slow-motion, and my excitement quickly turned into frustration. I realized that mastering the code