webforJ: AI-assisted, human-owned
As AI coding tools, assistants, and agents become increasingly powerful, professional engineers and casual vibe coders alike can go from concept to compilation faster than ever before. On top of that, meta-prompting systems like get-shit-done and Auto-Claude automate entire development workflows, so that the AI doesn't just write the code, but verifies it as well.
AI tools certainly accelerate output, and are very impressive at first glance. But what impact are they having on code quality? Can the open source ecosystem withstand the flood of AI-generated PRs? How can developers use AI without sacrificing understanding and quality?
Research into these questions is still emerging, but the current findings suggest that for anything that requires security, maintainability, and performance, it's best not to put too much trust in AI-written code.
This is why we've made a strategic choice at webforJ: AI-assisted development, but human-owned code.