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techMEDIUM2026-05-09 16:15 UTC

Why Your AI Character Keeps Breaking Under Pressure (And What I Built Instead of Yet Another System Prompt)

TL;DR: I shipped FIVE, an open-source MCP server that generates JSON personality constraints for any LLM. Drop the JSON into your system prompt and the character stops drifting. Different approach from typical guardrails — this one filters input via cognitive primitives, not output via moderation. H

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