A Review on Vibe Coding: Fundamentals, State-of-the-art, Challenges and Future Directions
Partha Pratim Ray
Abstract
Vibe coding-where high-level natural-language directives orchestrate end-to-end software creation-has emerged as a transformative paradigm in modern development. Going beyond token-level autocomplete, vibe coding platforms employ multi-agent pipelines, Retrieval-Augmented Generation (RAG), and dynamic context management to autonomously scaffold entire projects: generating directory structures, Application Programming Interface (API) layers, user interfaces, test suites, and Continuous Integration/Continuous Delivery/Deployment (CI/CD) configurations from conversational prompts. In this review, we first introduce a unified taxonomy of interaction modalities-full delegation, guided delegation, active pairing, and expert consultation-mapped along a delegation-pairing continuum. We then survey leading implementations across IDE extensions, browser-based environments, and Command-Line Interface (CLI) agents, analyzing their architectures, integration strategies, and benchmarked performance. Building on these insights, we articulate the key benefits-accelerated prototyping, democratized software creation, and enriched collaboration-while prescribing best practices for adoption. We identify twelve critical challenges, including model hallucinations, technical debt, security and compliance risks, skill atrophy, and governance concerns. Finally, we propose fourteen concrete research directions, from standardized evaluation frameworks and adaptive "vibe-aware" agents to explainable AI, multimodal interfaces, and Development, Security, and Operations (DevSecOps) integration. This comprehensive roadmap equips researchers and practitioners to harness the promise of vibe coding with rigor, security, and inclusivity.