My journey building production RAG for podcast intelligence.
What started as "Can I find when Alex talks about pricing and actually listen to that part?"
turned into accidentally solving enterprise-grade podcast processing.
This blog documents the technical journey: from failed prototypes to breakthrough moments, from
"Who's Speaker 0?" to cross-episode speaker memory, from keyword search disasters to semantic
understanding.
Recent breakthroughs:
Topic segmentation that understands business context
Operational AI that learns from every pipeline run
Voice fingerprinting with mathematical precision
If you're building audio intelligence, RAG systems, or just curious about vibe-coding complex
problems one question at a time — you're in the right place.
Read the full story, see what actually works, and follow the ongoing development.