Back to Podcast Digest
AI Engineer20m

Stop Writing Tone Instructions. Layer Them. - Isadora Martin-Dye, Isadora & Co

TL;DR

  • Single system prompts fail at turn 21: Your examples cover the happy path, but eventually the model produces something technically correct that your brand would never say.

  • Layer one is immutable identity, not preferences: Rules that cannot be overridden by any configuration, like never claiming physical presence or disclosing AI status upfront.

  • Layer two handles real-time conditions: The same AI speaks differently to couples versus staff, and adjusts tone based on context like a client whose mother is in chemotherapy.

  • Layer four is deterministic permission, not probabilistic instruction: The only layer that reads what actually came out and can reject it, catching failures like offering dates that don't exist.

  • Multi-tenant identity must never have defaults: A missing brand identity should crash the system rather than fall back to another venue's voice, which erodes trust silently.

  • The stakes vary wildly but the architecture holds: A wedding venue risks mild embarrassment; a missing persons tool risks telling someone their child was found when they weren't.

The Breakdown

Isadora Martin-Dye replaced scattered system prompts with a four-layer architecture that separates immutable rules, situational context, voice examples, and post-generation checks. The approach emerged from real failures: a wedding venue AI offering non-existent dates and a missing persons tool that could have catastrophically used the word "matched" to a grieving family.

Was This Useful?

Share