From Vibe to Verification: Automated Synthesis of Formal Specifications from Agentic Prompts

ABSTRACT

The rapid adoption of natural language programming ('vibe coding') has democratized software creation but introduced unprecedented levels of technical debt and architectural instability. We propose a neurosymbolic framework that bridges the gap between informal natural language intent and rigorous software engineering. Our system automatically translates high-level agentic prompts into formal specifications (e.g., TLA+, Coq) and uses SMT solvers to mathematically verify the logical consistency of the generated architecture before code execution. This approach guarantees that 'vibe-coded' applications adhere to strict security and operational constraints, effectively bringing formal verification to the masses.