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Debrev Blog

Insights on AI, recruiting, decision-making, and building better teams.

April 2, 2026•
research, AI, hiring, strata, structured outputs

From Raw Evidence to Structured Intelligence: The Five Phases of Strata

How we built domain-specialized AI for hiring by systematically converting messy interview evidence into decision-ready intelligence.

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December 5, 2025•
AI, Interview, hiring, release

Debrev Interview v0.1 Released

Learn what the Interview tool does, and how to improve your workflow.

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November 28, 2025•
Best Practices, recruiting, data

Data-Driven Hiring: Making Better Decisions

Learn how structured data and AI insights can help you build stronger teams and reduce hiring mistakes.

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November 20, 2025•
Guides, recruiting, interviews

Designing Better Interview Conversations

Tips and frameworks for conducting interviews that surface the insights you need to make great hires.

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