feat: update O'Reilly AI Codecon documentation with new speaker pages and session notes

- Added detailed pages for speakers Brennon Bortz, Jessica Kerr, and Siddharth Ahuja, including their roles, bios, and related events.
- Enhanced session notes for the talks, incorporating insights and key takeaways from each presentation.
- Updated existing documentation to improve content organization and accessibility, including links to resources and external sites.

Author: codekiln

pages/OReilly___Event___25___09___AI Codecon.md

@@ -24,7 +24,7 @@
 		- ### Additional Notes
 			- 11:31 In the chat - a recommendation from "David M"
 				- > I have been testing out Abacus AI, which is $10 per month. It has access to all the LLMs and also has MCP server, you can build chat bots, and it has backend database for authentication and storage. https://chatllm.abacus.ai/HkLTNcDQBP
-			- 1:55 PM
+			- 1:55 PM about local LLMs
 				- I find I don't need a ton of memory when I find nice quantized models
 				- Check out Hugging FAce's page (they are where I find such models): https://huggingface.co/docs/optimum/en/concept_guides/quantization
 				- quantization is when the model is kind of compressed, so you need less memory etc. but you are losing so the more compressed you get the results are worse

pages/OReilly___Event___25___09___AI Codecon___1340 From Proof to Platform Scaling Agentic AI in a Fortune 300 Software Enterprise Brennon Bortz.md

@@ -1,4 +1,4 @@
-- # From Proof to Platform: Scaling Agentic AI in a Fortune 300 Software Enterprise – Brennon Bortz
+# From Proof to Platform: Scaling Agentic AI in a Fortune 300 Software Enterprise – Brennon Bortz
 	- ## Overview
 		- **Duration**: 15 minutes
 		- **Time**: 13:40
@@ -15,3 +15,6 @@
 		- Platform architecture for agentic AI
 		- Lessons learned from Fortune 300 deployment
 		- Best practices for enterprise AI adoption
+	- ## [[My Notes]]
+		- Evaluated **9 tools**, integrated the best into the platform.
+		- Talks a lot about getting leadership on the side of these pilots

pages/OReilly___Event___25___09___AI Codecon___1355 Designing for AI Agents MCP Jessica Kerr.md

@@ -1,8 +1,8 @@
-- # Designing for AI Agents MCP – Jessica Kerr
+# [Designing for AI Agents MCP – Jessica Kerr](https://on24static.akamaized.net/event/49/94/94/2/rt/1/documents/resourceList1757091679028/mcpdesignfororeillybyjessitron1757091679028.pdf)
 	- ## Overview
 		- **Duration**: 15 minutes
 		- **Time**: 13:55
-		- **Speaker**: [[Person/Jessica Kerr]]
+		- **Speaker**: [[Person/Jessica Kerr]] from #Observability company [[Co/Honeycomb]]
 		- **Event**: [[OReilly/Event/25/09/AI Codecon]]
 		- **Resources**: [PDF](https://on24static.akamaized.net/event/49/94/94/2/rt/1/documents/resourceList1757091679028/mcpdesignfororeillybyjessitron1757091679028.pdf)
 	- ## Description
@@ -15,3 +15,58 @@
 		- User experience for AI agent interfaces
 		- Creating intuitive AI agent interactions
 		- Best practices for AI agent design
+	- ## [[My Notes]] - GREAT TALK
+		- [[Person/Tim O'Reilly]] talks about an architecture of participation in AI
+			- he also has an "AI disclosures project"
+				- many disclosures are "functional disclosures" (what does this mean?)
+			- he mentions "fixing without understanding" blog post
+		- Quotes Amanda Bernard, Director of Product Design, Honeycomb.io
+			- > “AI is the most exciting innovation in design since I started doing it 25 years ago.”
+			- > “MCP lets us bring people the experiences they need and want. That's why it's an MVP of AI IMO.”
+		- [[Key Insight]], their product people WILL talk in Claude Desktop to ask questions
+		- #Quote:
+			- > [[MCP]] is its own living documentation
+		- Checkout the screenshots in the slides which show how to use an [[Observability]] program using [[Anthropic/App/Claude Desktop]]
+		- #LOL they respond with ASCII art because it's more efficient than sending back json - #Example
+			- ```
+			  HEATMAP(duration_ms)
+			   3.0K ├
+			   2.8K ├█
+			   2.5K ├█
+			   2.2K ├█
+			   1.9K ├█
+			   1.6K ├█
+			   1.4K ├█
+			   1.1K ├█
+			   825  ├█
+			   550  ├█
+			   275  ├█
+			   0    └█▁ ▁ ▁▁ ▁ ▁
+			   └--------------------------------------------------
+			   0.750 401 728
+			  Buckets: 50, Step size: 16.0, Total points: 3034
+			  Legend: ▁▂▃▄▅▆▇█ (0-3026 events)
+			  ```
+		- #Advice for #MCP
+			- > “Give it quite a bit of guidance, in ways you wouldn’t like or find acceptable for people.”
+				- BTW this is from someone who has the title "Austin Parker, Product Lead, MCP"
+			- Give really great [[Error/Message]]s
+				- [[Example/Bad]]
+					- > Invalid parameters: query validation failed - check that calculations have required columns, time ranges are valid, and filters use supported operators
+				- [[Example/Good]]
+					- > This query uses the same column for 'group
+					  by' and 'count distinct', which means the
+					  query would group your data by column and
+					  then also try to count distinct instances of
+					  that column within each group. As a result,
+					  'count distinct' would return 1 for every group.
+					  Try re-running this query with a different
+					  'group by' or 'count distinct' option
+				- Errors in the process are not failures, they are part of the process #Quote from [[Person/Jessica Kerr]]
+		- #Quote
+			- > “If we had good enough
+			  evaluation, AI could optimize
+			  the software for us.”
+			  Morgante Pell,
+			  AI Engineering Lead
+		-

pages/OReilly___Event___25___09___AI Codecon___1410 Blender MCP Siddharth Ahuja.md

@@ -1,10 +1,10 @@
-- # Blender MCP – Siddharth Ahuja
+# [Blender MCP – Siddharth Ahuja](https://on24static.akamaized.net/event/49/94/94/2/rt/1/documents/resourceList1756843783912/siddharthahujablendermcpaicodecon1756843783912.pdf)
 	- ## Overview
 		- **Duration**: 15 minutes
 		- **Time**: 14:10
 		- **Speaker**: [[Person/Siddharth Ahuja]]
 		- **Event**: [[OReilly/Event/25/09/AI Codecon]]
-		- **Resources**: 
+		- **Resources**:
 			- [PDF](https://on24static.akamaized.net/event/49/94/94/2/rt/1/documents/resourceList1756843783912/siddharthahujablendermcpaicodecon1756843783912.pdf)
 			- [GitHub Repo](https://github.com/ahujasid)
 	- ## Description
@@ -16,4 +16,4 @@
 		- AI agents in 3D modeling and design
 		- Creative applications of AI agents
 		- Model Context Protocol in creative software
-		- Future of AI-assisted design tools
+		- Future of AI-assisted design tools

pages/Person___Brennon Bortz.md

@@ -1,6 +1,6 @@
-- # Brennon Bortz
+# Brennon Bortz
 	- **Role:** Chief Engineer, Leidos R&D
-	- **Bio:** Brennon Bortz leads engineering across Leidos's 500-person innovation organization. He focuses on integrating agentic AI into enterprise software. He holds a PhD in computer science from Virginia Tech and has published in computer science and affective computing.
+	- **Bio:** Brennon Bortz leads engineering across [[Co/Leidos]]'s 500-person innovation organization. He focuses on integrating agentic AI into enterprise software. He holds a PhD in computer science from Virginia Tech and has published in computer science and affective computing.
 	- **Education:**
 		- PhD in computer science from Virginia Tech
 	- **Research Areas:**
@@ -13,4 +13,4 @@
 		- [LinkedIn](https://www.linkedin.com/in/brennonbortz/)
 	- **Related Events:**
 		- [[OReilly/Event/25/09/AI Codecon]]
-		- [[OReilly/Event/25/09/AI Codecon/1340 From Proof to Platform Scaling Agentic AI in a Fortune 300 Software Enterprise Brennon Bortz]]
+		- [[OReilly/Event/25/09/AI Codecon/1340 From Proof to Platform Scaling Agentic AI in a Fortune 300 Software Enterprise Brennon Bortz]]

pages/Person___Chris Butler.md

@@ -1,4 +1,4 @@
-- # Chris Butler
+# Chris Butler
 	- **Role:** Product Leader, GitHub
 	- **Bio:** Chris Butler has led product efforts at GitHub, Google, Facebook, and Microsoft. He co-founded The Uncertainty Project and specializes in AI, productivity, and responsible technology. His work bridges speculative design and practical product leadership.
 	- **Previous Experience:**
@@ -14,5 +14,4 @@
 		- [LinkedIn](https://www.linkedin.com/in/chrisbutler/)
 		- [Twitter](https://twitter.com/chrisbutler)
 	- **Related Events:**
-		- [[OReilly/Event/25/09/AI Codecon]]
-		- [[OReilly/Event/25/09/AI Codecon/1325 The Team Tomorrow Agents Alignment and Team Ritual Chris Butler]]
+		- [[OReilly/Event/25/09/AI Codecon/1325 The Team Tomorrow Agents Alignment and Team Ritual Chris Butler]]

pages/Person___Jessica Kerr.md

@@ -1,6 +1,6 @@
-- # Jessica Kerr
+# Jessica Kerr - https://jessitron.com/
 	- **Role:** Engineering Manager, Honeycomb
-	- **Bio:** Jessica Kerr is the engineering manager at Honeycomb, specializing in observability and developer experience.
+	- **Bio:** Jessica Kerr is the engineering manager at [[Co/Honeycomb]] which is an [[Observability]] platform, specializing in observability and developer experience.
 	- **Expertise:**
 		- Observability
 		- Developer experience
@@ -9,7 +9,9 @@
 		- [GitHub](https://github.com/jessitron)
 		- [Twitter](https://twitter.com/jessitron)
 		- [LinkedIn](https://www.linkedin.com/in/jessicakerr/)
-		- [Personal Website](https://jessitron.com/)
+		- [Personal Website](https://jessitron.com/) - https://jessitron.com/
 	- **Related Events:**
 		- [[OReilly/Event/25/09/AI Codecon]]
 		- [[OReilly/Event/25/09/AI Codecon/1355 Designing for AI Agents MCP Jessica Kerr]]
+	- [[Person/Jessica Kerr/YouTube]] on [[OpenTelemetry]]
+		- [What Is OpenTelemetry? Explained by Jessica Kerr | Honeycomb](https://www.honeycomb.io/resources/training-videos/what-is-opentelemetry-explained-by-jessica-kerr)

pages/Person___Siddharth Ahuja.md

@@ -0,0 +1,13 @@
+# Siddharth Ahuja
+	- **Role:** Developer & Creator
+	- **Bio:** Siddharth Ahuja is a developer who created Blender MCP, demonstrating how Large Language Models can drive 3D modeling through Model Context Protocol (MCP). His work showcases the creative potential of MCPs in enabling AI agents to interact with complex software tools.
+	- **Notable Work:**
+		- Blender MCP implementation
+		- AI-driven 3D modeling tools
+		- MCP protocol demonstrations
+		- Made [[Ableton/MCP/ableton-mcp]] [ahujasid/ableton-mcp](https://github.com/ahujasid/ableton-mcp)
+	- **External Links:**
+		- [GitHub](https://github.com/ahujasid)
+	- **Related Events:**
+		- [[OReilly/Event/25/09/AI Codecon]]
+		- [[OReilly/Event/25/09/AI Codecon/1410 Blender MCP Siddharth Ahuja]]