Domain-Specialized Code Models: Why Fine-Tuned AI Outperforms General LLMs for Programming
Domain-specialized code models like CodeLlama and StarCoder2 outperform general LLMs like GPT-4 on programming tasks, with higher accuracy, lower latency, and better integration into IDEs. Learn why fine-tuned AI is now the standard for professional developers.
Vibe Coding Adoption Metrics and Industry Statistics That Matter
Vibe coding adoption is surging, with 84% of developers using AI tools by 2025. But security risks, code quality issues, and skill gaps reveal a gap between hype and reality. Here are the stats that actually matter.
