diff --git a/README.md b/README.md
index 1bd843c..ec81c7e 100644
--- a/README.md
+++ b/README.md
@@ -278,14 +278,14 @@ All major workflows converge on the same architectural pattern: **Research → P
 
 ![Videos / Podcasts](!/tags/videos-podcasts.svg)
 
-| Video / Podcast | YouTube |
-|-----------------|---------|
-| [Everything We Got Wrong About Research-Plan-Implement (Dex) \| 24 Mar 2026 \| MLOps Community](videos/claude-dex-mlops-community-24-mar-26.md) | [YouTube](https://youtu.be/YwZR6tc7qYg) |
-| Building Claude Code with Boris Cherny (Boris) \| 04 Mar 2026 \| The Pragmatic Engineer | [YouTube](https://youtu.be/julbw1JuAz0) |
-| Head of Claude Code: What happens after coding is solved (Boris) \| 19 Feb 2026 \| Lenny's Podcast | [YouTube](https://youtu.be/We7BZVKbCVw) |
-| Inside Claude Code With Its Creator Boris Cherny (Boris) \| 17 Feb 2026 \| Y Combinator | [YouTube](https://youtu.be/PQU9o_5rHC4) |
-| Boris Cherny (Creator of Claude Code) On What Grew His Career (Boris) \| 15 Dec 2025 \| Ryan Peterman | [YouTube](https://youtu.be/AmdLVWMdjOk) |
-| The Secrets of Claude Code From the Engineers Who Built It (Cat) \| 29 Oct 2025 \| Every | [YouTube](https://youtu.be/IDSAMqip6ms) |
+| Video / Podcast | Source | YouTube |
+|-----------------|--------|---------|
+| Everything We Got Wrong About Research-Plan-Implement (Dex) \| 24 Mar 2026 \| MLOps Community | [![Dex](!/tags/dex.svg)](https://x.com/daborhyde) | [YouTube](https://youtu.be/YwZR6tc7qYg) |
+| Building Claude Code with Boris Cherny (Boris) \| 04 Mar 2026 \| The Pragmatic Engineer | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny) | [YouTube](https://youtu.be/julbw1JuAz0) |
+| Head of Claude Code: What happens after coding is solved (Boris) \| 19 Feb 2026 \| Lenny's Podcast | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny) | [YouTube](https://youtu.be/We7BZVKbCVw) |
+| Inside Claude Code With Its Creator Boris Cherny (Boris) \| 17 Feb 2026 \| Y Combinator | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny) | [YouTube](https://youtu.be/PQU9o_5rHC4) |
+| Boris Cherny (Creator of Claude Code) On What Grew His Career (Boris) \| 15 Dec 2025 \| Ryan Peterman | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny) | [YouTube](https://youtu.be/AmdLVWMdjOk) |
+| The Secrets of Claude Code From the Engineers Who Built It (Cat) \| 29 Oct 2025 \| Every | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny) | [YouTube](https://youtu.be/IDSAMqip6ms) |
 
 <p align="center">
   <img src="!/claude-jumping.svg" alt="section divider" width="60" height="50">