diff --git a/inbox/queue/2026-03-26-tg-shared-sjdedic-2037143546256384412-s-46.md b/inbox/queue/2026-03-26-tg-shared-sjdedic-2037143546256384412-s-46.md
index fae25958e..746ac2e9a 100644
--- a/inbox/queue/2026-03-26-tg-shared-sjdedic-2037143546256384412-s-46.md
+++ b/inbox/queue/2026-03-26-tg-shared-sjdedic-2037143546256384412-s-46.md
@@ -15,6 +15,10 @@ processed_by: rio
 processed_date: 2026-03-26
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
+processed_by: rio
+processed_date: 2026-03-26
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
 ---
 
 # @sjdedic — Tweet/Thread
@@ -41,3 +45,9 @@ Devs are cooked.
 - A non-developer built a Dune dashboard in under 1.5 hours using Claude AI in March 2026
 - Portfolio companies previously paid thousands of dollars and waited weeks for similar Dune dashboards
 - The author estimates the next dashboard would take under 1 hour
+
+
+## Key Facts
+- A non-developer built a Dune dashboard in under 1.5 hours using Claude AI in March 2026
+- Portfolio companies previously paid thousands of dollars and waited weeks for similar Dune dashboards
+- The author estimates subsequent dashboards would take under 1 hour