diff --git a/docs/start/showcase.md b/docs/start/showcase.md
index 956e1f505..31a26ebac 100644
--- a/docs/start/showcase.md
+++ b/docs/start/showcase.md
@@ -141,10 +141,10 @@ Full setup walkthrough (28m) by VelvetShark.
-
- **@adam91holt** • `multi-agent` `slack` `orchestration` `swarm`
+
+ **@adam91holt** • `multi-agent` `orchestration` `architecture` `manifesto`
- 14+ Clawdbot agents under one gateway. Opus 4.5 orchestrator delegates to Codex workers. Self-maintaining agents that continuously improve. Open-sourced clawdspace for agent sandboxing.
+ 14+ agents under one gateway with Opus 4.5 orchestrator delegating to Codex workers. Comprehensive [technical write-up](https://github.com/adam91holt/orchestrated-ai-articles) covering the Dream Team roster, model selection, sandboxing, webhooks, heartbeats, and delegation flows. [Clawdspace](https://github.com/adam91holt/clawdspace) for agent sandboxing. [Blog post](https://adams-ai-journey.ghost.io/2026-the-year-of-the-orchestrator/).