Saram ConsultingThe Gatekeeper Pattern: A Local 3B SLM That Blocks Prompt Injections Before They Hit Your Expensive LLM
How we cut LLM worker tokens by 80% with a Qwen2.5-3B local classifier, a hardened Pydantic schema, and an adversarial regression suite — full production code and operational playbook.
Read Article →