diff --git a/docs/concepts/index.md b/docs/concepts/index.md
index ccf292a..33bd3cf 100644
--- a/docs/concepts/index.md
+++ b/docs/concepts/index.md
@@ -67,8 +67,6 @@ Agent Primitives are the core configurable elements that AI Native Developers it
 
 This transformation might seem complex, but notice the pattern: what started as an ad-hoc request became a systematic workflow with clear handoff points, automatic context loading, and built-in validation. Each primitive file becomes a knowledge asset that improves with use, creating compound intelligence that serves your entire team.
 
-This transformation might seem complex, but notice the pattern: what started as an ad-hoc request became a systematic workflow with clear handoff points, automatic context loading, and built-in validation. Each primitive file becomes a knowledge asset that improves with use, creating compound intelligence that serves your entire team.
-
 > 💡 **Native VSCode Support**: While VSCode natively supports `.instructions.md`, `.prompt.md`, and `.chatmode.md` files, this framework extends the paradigm with `.spec.md`, `.memory.md`, and `.context.md` patterns that represent frontier concepts in AI Native Development.
 
 With your prompts structured and your primitives set up, you'll encounter a new challenge: even the best prompts and primitives can fail when they're drowning in irrelevant context or competing for limited AI attention. The third layer addresses this through strategic context management.