Showing 341–360 of 522 insights
TitleEpisodePublishedCategoryDomainTool TypePreview
Duplication Pitfall LessonEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
After processing 20 two-hour videos, we learned that failing to dedupe leads to massive redundancy and performance issues in production.
Notebook Debugging StrugglesEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025Stories--
Cameron Rohn often encounters unexpected breaks in Jupyter notebooks, making root-cause analysis and error resolution time-consuming.
Complex Cross-scope BuildEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
Undertaking custom AI infrastructure projects often involves tasks beyond one's usual expertise, requiring cross-disciplinary learning and adaptation.
Billing Friction ExampleEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
Despite multiple credit-card updates, Tom experienced repeated billing failures on Replicate, illustrating the need for robust billing support in AI p...
Realism Flaw AnalysisEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
Analyzing AI-generated interrogation scenes revealed challenges in achieving audio-visual realism, such as unnatural eye movements, highlighting the n...
X-Based Research BreakthroughEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
By mining examples shared on X, Cameron discovered JSON configurations that significantly outperformed other methods in AI video generation
Busted $10B ExposureEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
Recalls a past market bust with roughly $10 billion in exposure to illustrate the scale and uncertainty of tech downturns.
Judge Coordination ChallengesEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
Recounted the logistical hurdles of lining up qualified judges and securing formal permissions when hosting AI and math competitions, underscoring the...
Alibaba API IntegrationEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesAi-development-
We ran into compatibility issues when first integrating Alibaba API for Qwen 3, but resolved them by containerizing the model endpoint and standardizi...
Analog Space Station UIEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025StoriesFrontend-
Observing the fully mechanical, button-based consoles in a space station gift shop highlighted the bravery and precision early astronauts required com...
Calculator Moon TechEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025Stories--
A programmable calculator served as a backup navigation system on Apollo missions, highlighting modern devices' vastly superior power.
Fishing Sparks CuriosityEP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J7/25/2025Stories--
The host relates fly fishing as a metaphor for developer experimentation and the joy of exploring new challenges.
Rediscovering PipelinesEp 8 (Audio Only)7/18/2025StoriesDevops-
Cameron shares how he initially dismissed conversion pipelines but, upon revisiting, found valuable solutions for his project.
Vectorization Surprise WinEp 8 (Audio Only)7/18/2025StoriesAi-development-
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 CamratEp 8 (Audio Only)7/18/2025StoriesAi-development-
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 ChatRTXEp 8 (Audio Only)7/18/2025StoriesFrontend-
Tom bought Nvidia ChatRTX to try a desktop RAG solution but found it unsuitable and quickly pivoted to writing his own code.
Debate Analysis ETLEp 8 (Audio Only)7/18/2025Stories--
The Doc ETL project mapped U.S. presidential debate transcripts to themes, extracted and deduplicated them, and loaded the results for further analysi...
Multi-Agent Prompt ChallengeEp 8 (Audio Only)7/18/2025StoriesAi-development-
They initially built a langraph with supervisor and sub-agents triggering JSON schemas, but prompt engineering complexity and reliance on frontier mod...
Inspection App PivotEp 8 (Audio Only)7/18/2025StoriesAi-development-
While building a real estate inspection app, the team pivoted from using complex AI reasoning to straightforward vector search on-device, simplifying ...
Visualizing EmbeddingsEp 8 (Audio Only)7/18/2025Stories--
Cameron Rohn demonstrates Nomic ATLAS by zooming into a universe of vectorized social media posts, showing clusters representing topics of discussion.
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