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LLM Evals Engineer

$99Coming soon

Stop shipping on vibes: build eval harnesses, LLM-as-judge rubrics, and regression sets that make model quality measurable.

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llm-evals-engineer · demoDemo

Task

Stop shipping on vibes: build eval harnesses, LLM-as-judge rubrics, and regression sets that make model quality measurable.

Result

  1. step 1Build datasets and rubrics that actually predict real quality
  2. step 2Run LLM-as-judge without fooling yourself on the scores
  3. step 3Catch regressions across prompt and model changes automatically
Autocheck passed

A sample run on demo data — this is what the result looks like in the simulator.

Who it's for

Engineers shipping LLM features with no safety netTeams that can't tell if a prompt change helped or hurtBuilders who want quality they can put a number on

Powers you walk away with

  • Да: Measure model quality instead of guessing at it
  • Да: Trust an LLM judge by validating the judge first
  • Да: Block a bad prompt change before it reaches users

What's inside

  1. 01Build datasets and rubrics that actually predict real quality
  2. 02Run LLM-as-judge without fooling yourself on the scores
  3. 03Catch regressions across prompt and model changes automatically
  4. 04Capstone: an eval suite gating a real prompt's releases

The grading philosophy under every FolderAI auto-scored task.

Pairs well with

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The world's strongest prompting simulator. Specs, context, dials, examples, schemas, lies, adversaries, ship.

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AI Agent Architect

Design agents that remember, plan, and use tools — memory, skills, orchestration, and the eval loop that keeps them honest.

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