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Title	Episode	Category	Domain	Tool Type	Published	Preview
AI Capabilities Demo	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	A live demo showcased recent generative AI capabilities and integration patterns to illustrate practical application scenarios.
Building Hosted MCP	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	Frontend	-	7/25/2025	Tom shared how he set up a hosted cloud MCP server incorporating the latest MCP spec features including resources, prompts, and elicitations.
Episode Data Recreation	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	Frontend	-	7/25/2025	They originally deleted and recreated graph data for each episode, sharing the challenge of inefficiency and the need for a toggle for incremental builds.
Live Demo Hiccup	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	Frontend	-	7/25/2025	During a live demo, the initial example didn’t pull insights as expected, prompting a quick switch to a backup input to keep the presentation flowing.
Duplication Pitfall Lesson	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	After processing 20 two-hour videos, we learned that failing to dedupe leads to massive redundancy and performance issues in production.
Notebook Debugging Struggles	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	-	-	7/25/2025	Cameron Rohn often encounters unexpected breaks in Jupyter notebooks, making root-cause analysis and error resolution time-consuming.
Complex Cross-scope Build	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	Undertaking custom AI infrastructure projects often involves tasks beyond one's usual expertise, requiring cross-disciplinary learning and adaptation.
Billing Friction Example	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	Despite multiple credit-card updates, Tom experienced repeated billing failures on Replicate, illustrating the need for robust billing support in AI platforms.
Realism Flaw Analysis	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	Analyzing AI-generated interrogation scenes revealed challenges in achieving audio-visual realism, such as unnatural eye movements, highlighting the need for refined motion modeling.
X-Based Research Breakthrough	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	By mining examples shared on X, Cameron discovered JSON configurations that significantly outperformed other methods in AI video generation
Busted $10B Exposure	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	Recalls a past market bust with roughly $10 billion in exposure to illustrate the scale and uncertainty of tech downturns.
Judge Coordination Challenges	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	Recounted the logistical hurdles of lining up qualified judges and securing formal permissions when hosting AI and math competitions, underscoring the complexity of fair evaluation.
Alibaba API Integration	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	AI Development	-	7/25/2025	We ran into compatibility issues when first integrating Alibaba API for Qwen 3, but resolved them by containerizing the model endpoint and standardizing request payloads.
Analog Space Station UI	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	Frontend	-	7/25/2025	Observing the fully mechanical, button-based consoles in a space station gift shop highlighted the bravery and precision early astronauts required compared to today's digital interfaces.
Calculator Moon Tech	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	-	-	7/25/2025	A programmable calculator served as a backup navigation system on Apollo missions, highlighting modern devices' vastly superior power.
Fishing Sparks Curiosity	EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J	Stories	-	-	7/25/2025	The host relates fly fishing as a metaphor for developer experimentation and the joy of exploring new challenges.
Rediscovering Pipelines	Ep 8 (Audio Only)	Stories	Devops	-	7/18/2025	Cameron shares how he initially dismissed conversion pipelines but, upon revisiting, found valuable solutions for his project.
Vectorization Surprise Win	Ep 8 (Audio Only)	Stories	AI Development	-	7/18/2025	Cameron didn’t expect a small real estate property dataset to benefit from vector embeddings but saw significant performance gains over prompt tuning.
Inspired by Greg Camrat	Ep 8 (Audio Only)	Stories	AI Development	-	7/18/2025	Tom’s interest in RAG was piqued after studying early LangChain tutorials and documentation from Greg Camrat’s Needle in a Haystack.
Self-Coded RAG After ChatRTX	Ep 8 (Audio Only)	Stories	Frontend	-	7/18/2025	Tom bought Nvidia ChatRTX to try a desktop RAG solution but found it unsuitable and quickly pivoted to writing his own code.

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