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Description

Enhanced the AI Evals documentation to align with marketing messaging and improve clarity for users. This includes introducing "AI Configs" terminology alongside "Prompts" and adding compelling intro content about deploying AI with confidence.

Key Changes:

  • overview.mdx: Added intro paragraph, enhanced all 3 core component descriptions, improved "Integration with Statsig Platform" section, and restructured "LLM as a Judge" section with better formatting
  • getting-started.md: Improved step-by-step structure with proper headers, added bullet lists for clarity, and enhanced descriptions using "AI Config (Prompt)" terminology

Screenshots:
Overview page
Getting started page

Best practice checklist

  • I've considered the best practices on where to put your doc and what to put in your doc
  • I've deleted and redirected old pages to this one, if any (N/A - only updated existing pages)
  • I've updated links affected by this change, if any (N/A - maintained existing links)
  • I've updated screenshots affected by this change, if any (N/A - no screenshot changes needed)

Human Review Checklist

  • Verify "AI Configs" terminology matches what users see in the Statsig UI - this is the biggest change and needs validation
  • Check technical accuracy of rewritten sections, especially in overview.mdx which was significantly changed (89% rewrite)
  • Validate enhanced capability descriptions accurately represent current AI Evals features without overselling
  • Test user flow from getting started to advanced features to ensure terminology is consistent throughout

Questions?

Reach out to Brock or Tore on Slack!


Link to Devin run: https://app.devin.ai/sessions/9982778d402c407eb61e2af7f8793da1
Requested by: @xhuang-statsig
Based on: https://www.statsig.com/ai-evals marketing page

- Align terminology with marketing (introduce 'AI Configs' alongside 'Prompts')
- Add compelling intro messaging about deploying AI with confidence
- Enhance configuration and version management details
- Improve formatting and clarity in getting started guide
- Add more context about automated grading capabilities
- Enhance Integration with Statsig Platform section
- Improve LLM as a Judge section with better structure

Based on marketing page: https://www.statsig.com/ai-evals
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@jasonwzm
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jasonwzm commented Oct 2, 2025

🚀 Deployed on https://68def23e7087735ce6cdfd34--cozy-fox-0defec.netlify.app

@jasonwzm jasonwzm temporarily deployed to pull request October 2, 2025 21:45 Inactive
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2 participants