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TenPastTen

Stories, research, and lessons from building production systems in the era of AI.

Latest

Why Healthcare AI Models Fail: The FHIR Standards Paradox

Sep 2, 2025

3 min read

Recent research reveals why healthcare AI models trained on clean data fail in real clinical environments.

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Redox vs Metriport vs Particle Health vs Direct Integration: The Complete Guide for HealthTech Teams

Sep 1, 2025

7 min read

Which healthcare data integration approach is right for your startup?

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What 25,000 Healthcare Integrations Taught Us About FHIR Implementation Reality

Aug 26, 2025

6 min read

3 challenges every FHIR integration will face - what we learned from Fasten Health's open source code.

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