Any AI Agent Can Now Vibe Check LLM Outputs — No Code Required

Dev.to AI
Generative AI

Any AI Agent Can Now "Vibe Check" LLM Outputs - No Code Required Your AI agent just generated a customer email. It's grammatically perfect. The JSON is valid. But it accidentally threatened to cancel the customer's account instead of apologizing. No guardrail caught it because no guardrail was checking meaning. With Semantix v0.1.4, any MCP-capable agent - Claude Desktop, Claude Code, Cursor, or your own - can validate text against semantic intents as a tool call. Zero code changes. Zero API keys. Runs locally.