AI-native SAST is replacing the “LLM as magic scanner” myth. Instead, the smart play is combining language models with real static analysis. That’s how teams are catching the gnarlier stuff - like business logic bugs - that usually slip through.
The trick? Use static analysis to grab clean, relevant chunks of code, then rope in RAG and purpose-built prompts to guide the LLM. Think triage, not tarot reading.
