
The Infra Pod Let's chat about vibe coding & Ralph! (Chat with Dexter at Humanlayer)
Jan 26, 2026
Dexter Horthy, CEO of Human Layer and founder building AI coding agents for senior engineers. He discusses the research-plan-implement workflow that helps engineers ship with AI. They cover making senior engineers adopt agent tooling, platformizing human-in-the-loop agents, the recent vibe shift in agent reliability, and how Ralph-style spec-driven loops change engineering workflows.
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Episode notes
From Data Catalog To AI Janitor
- Dexter describes pivoting from a failed data-catalog idea after pilot customers didn't convert.
- He experimented with AI janitor agents for Snowflake before deciding to reframe the product as a platform.
Human-In-The-Loop Escalation Demo
- Dexter built a human-in-the-loop system that sent Slack messages to owners before dropping unused tables.
- That work produced an escalation pattern useful beyond data cleanup and inspired platform thinking.
No Universal Standard For Agents
- The AI agent ecosystem had no enterprise-wide standard, so integrations didn't translate to sales.
- Dexter concluded startups can't rely on agent frameworks alone to reach enterprise customers.
