Update lesson 6 to use neutral presentation styling for AGENTS.md vs CLAUDE.md comparison

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

Author: ofriw

website/docs/practical-techniques/lesson-6-project-onboarding.md

@@ -17,6 +17,12 @@ This lesson covers context files and how to structure them across user, project,
 
 ## The Context File Ecosystem
 
+<!-- presentation-only-start -->
+
+**AGENTS.md vs CLAUDE.md comparison - both approaches are valid depending on team tooling and project complexity. Use neutral styling.**
+
+<!-- presentation-only-end -->
+
 Context files are markdown documents that inject project-specific knowledge between the system prompt and your input, giving AI agents "project memory" without requiring repeated explanations of your tech stack, conventions, and architecture. The industry has converged on two approaches: `AGENTS.md` (vendor-neutral standard working across most major AI tools like Cursor, Windsurf, and GitHub Copilot) and tool-specific extensions like `CLAUDE.md` (for advanced features like hierarchical context in Claude Code).
 
 <Tabs groupId="ai-tool">

website/static/presentations/manifest.json

@@ -1,79 +1,79 @@
 {
   "intro.md": {
     "presentationUrl": "/presentations/intro.json",
-    "slideCount": 10,
-    "estimatedDuration": "25-30 minutes",
-    "title": "Introduction: AI Coding Course",
-    "generatedAt": "2025-11-10T21:11:02.010Z"
+    "slideCount": 11,
+    "estimatedDuration": "35-45 minutes",
+    "title": "Operator Training: AI Coding Assistants in Production",
+    "generatedAt": "2025-11-09T10:34:22.957Z"
   },
   "methodology/lesson-3-high-level-methodology.md": {
     "presentationUrl": "/presentations/methodology/lesson-3-high-level-methodology.json",
-    "slideCount": 10,
-    "estimatedDuration": "35-45 minutes",
-    "title": "High-Level Methodology: Research-Plan-Execute-Validate",
-    "generatedAt": "2025-11-10T21:13:53.809Z"
+    "slideCount": 12,
+    "estimatedDuration": "45-60 minutes",
+    "title": "Lesson 3: High-Level Methodology",
+    "generatedAt": "2025-11-10T15:59:19.399Z"
   },
   "methodology/lesson-4-prompting-101.md": {
     "presentationUrl": "/presentations/methodology/lesson-4-prompting-101.json",
     "slideCount": 11,
     "estimatedDuration": "35-45 minutes",
     "title": "Prompting 101: Pattern Completion Engineering",
-    "generatedAt": "2025-11-10T21:15:33.473Z"
+    "generatedAt": "2025-11-11T06:39:48.792Z"
   },
   "methodology/lesson-5-grounding.md": {
     "presentationUrl": "/presentations/methodology/lesson-5-grounding.json",
-    "slideCount": 15,
-    "estimatedDuration": "45-60 minutes",
-    "title": "Grounding: Anchoring Agents in Reality",
-    "generatedAt": "2025-11-11T04:24:31.477Z"
+    "slideCount": 12,
+    "estimatedDuration": "40-50 minutes",
+    "title": "Lesson 5: Grounding - Keeping AI Agents Tethered to Reality",
+    "generatedAt": "2025-11-09T06:35:22.963Z"
   },
   "practical-techniques/lesson-10-debugging.md": {
     "presentationUrl": "/presentations/practical-techniques/lesson-10-debugging.json",
-    "slideCount": 10,
-    "estimatedDuration": "45-60 minutes",
+    "slideCount": 11,
+    "estimatedDuration": "35-45 minutes",
     "title": "Debugging with AI Agents",
-    "generatedAt": "2025-11-10T21:39:50.140Z"
+    "generatedAt": "2025-11-10T11:19:45.844Z"
   },
   "practical-techniques/lesson-6-project-onboarding.md": {
     "presentationUrl": "/presentations/practical-techniques/lesson-6-project-onboarding.json",
     "slideCount": 10,
     "estimatedDuration": "35-45 minutes",
-    "title": "Project Onboarding with Context Files",
-    "generatedAt": "2025-11-10T20:39:53.491Z"
+    "title": "Project Onboarding Context",
+    "generatedAt": "2025-11-11T07:34:11.922Z"
   },
   "practical-techniques/lesson-7-planning-execution.md": {
     "presentationUrl": "/presentations/practical-techniques/lesson-7-planning-execution.json",
-    "slideCount": 14,
-    "estimatedDuration": "40-50 minutes",
-    "title": "Planning & Execution",
-    "generatedAt": "2025-11-10T21:21:54.387Z"
+    "slideCount": 15,
+    "estimatedDuration": "45-50 minutes",
+    "title": "Lesson 7: Planning & Execution",
+    "generatedAt": "2025-11-10T16:44:27.800Z"
   },
   "practical-techniques/lesson-8-tests-as-guardrails.md": {
     "presentationUrl": "/presentations/practical-techniques/lesson-8-tests-as-guardrails.json",
     "slideCount": 12,
-    "estimatedDuration": "45-60 minutes",
+    "estimatedDuration": "40-50 minutes",
     "title": "Lesson 8: Tests as Guardrails",
-    "generatedAt": "2025-11-11T05:21:45.228Z"
+    "generatedAt": "2025-11-10T20:09:05.001Z"
   },
   "practical-techniques/lesson-9-reviewing-code.md": {
     "presentationUrl": "/presentations/practical-techniques/lesson-9-reviewing-code.json",
-    "slideCount": 10,
+    "slideCount": 12,
     "estimatedDuration": "35-45 minutes",
-    "title": "Reviewing Code with AI",
-    "generatedAt": "2025-11-10T21:25:04.301Z"
+    "title": "Lesson 9: Reviewing Code",
+    "generatedAt": "2025-11-10T16:45:53.163Z"
   },
   "understanding-the-tools/lesson-1-intro.md": {
     "presentationUrl": "/presentations/understanding-the-tools/lesson-1-intro.json",
     "slideCount": 11,
-    "estimatedDuration": "35-45 minutes",
-    "title": "Understanding the Machinery: LLMs and Agents",
-    "generatedAt": "2025-11-11T05:24:11.560Z"
+    "estimatedDuration": "40-50 minutes",
+    "title": "Understanding the Tools: Lesson 1 - Introduction to AI Agents",
+    "generatedAt": "2025-11-09T11:14:16.616Z"
   },
   "understanding-the-tools/lesson-2-understanding-agents.md": {
     "presentationUrl": "/presentations/understanding-the-tools/lesson-2-understanding-agents.json",
-    "slideCount": 11,
+    "slideCount": 12,
     "estimatedDuration": "35-45 minutes",
     "title": "Understanding Agents",
-    "generatedAt": "2025-11-11T06:36:39.297Z"
+    "generatedAt": "2025-11-10T14:57:50.229Z"
   }
 }