I've seen news and online discussions about AI-generated code causing serious issues in some cases, including accidental database deletion, security vulnerabilities, or other production failures. For those of you using AI or vibe coding in real client projects, how do you prevent these risks? What safeguards or workflows do you follow before deploying or handing an application over to a client? Do code reviews, testing, backups, staging environments, and other best practices make AI-generated code safe enough for production, or is a strong understanding of the underlying code still essential? I'd love to hear how experienced developers approach this in real-world projects.

Hi everyone! 👋 I'm learning Vibe Coding and my goal is to start earning through it as a freelancer. I'm currently building landing pages, SaaS websites, AI web apps, and MVPs using AI-assisted development tools. I'm looking for advice from people who are already making money with Vibe Coding. I'd love to know: • How did you get your first paying client?• Which platforms work best (Fiverr, Upwork, X, LinkedIn, Reddit, cold outreach)?• What services are clients actually paying for right now?• What mistakes should beginners avoid?• If you were starting from zero today, what would you focus on for the next 30 days? I'm willing to learn, work hard, and build real projects. Any advice, resources, or feedback would be greatly appreciated. Thank you!

🥳Excited to share my first portfolio project: FocusFlow! FocusFlow is a productivity web application that helps users organize tasks, manage time with a built-in focus timer, track productivity, and securely sign in using Supabase authentication. This is my first project, so it's definitely not perfect. There are still many things I want to improve, and I'm continuously learning. I'd really appreciate your feedback. If you notice any bugs, missing features, or areas where the app could be improved, please let me know in the comments. Your suggestions will help me build better projects in the future.

Hi everyone, My name is Ayesha and I'm from sialkot, Pakistan I'm currently a student studying business Subject.I'm interested in technology, AI, and online business. I'm here to learn practical skills and connect with like-minded people. My goal: To build a successful online AI automation business and eventually get clients who need AI solutions and workflow automation. My why: I want financial freedom, valuable skills for the future, and the ability to create my own opportunities instead of relying on a traditional job. Looking forward to learning from everyone and growing together!