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Code Story
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
stacklist.com/codestory
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
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The Real Estate Draw Nightmare: Automating Underwriting
Code Story podcast episode S12 E19 features Thomas Schlegel, Principal Software Engineer at Built, discussing the automation of underwriting and risk mitigation across $3 trillion in real estate finance data. Schlegel shares his journey from rural Virginia tinkerer to VP of Engineering and Head of Innovation, emphasizing low pride of authorship and iterative exploration over premature optimization for scale.
Built for AI agentsACO · 13223 tokens
Summary
Code Story podcast episode S12 E19 features Thomas Schlegel, Principal Software Engineer at Built, discussing the automation of underwriting and risk mitigation across $3 trillion in real estate finance data. Schlegel shares his journey from rural Virginia tinkerer to VP of Engineering and Head of Innovation, emphasizing low pride of authorship and iterative exploration over premature optimization for scale.
Tags
real-estate-finance · underwriting-automation · startup · software-engineering · risk-mitigation · innovation · podcast
Key entities
Thomas Schlegel (person, 0.99) · Noah Labhart (person, 0.95) · Built (organization, 0.97) · underwriting automation (concept, 0.9) · risk mitigation (concept, 0.88) · real estate finance (concept, 0.95) · Nashville, TN (location, 0.92) · Code Story Podcast S12 E19 (event, 0.95) · Mezmo (organization, 0.7) · Braingrid.ai (organization, 0.7)
Classification
transcript · language en · status final
Provenance
claude-opus-4-6 via @stacklist/mcp-server@2.0.0, confidence 0.85, 24 Jul 2026