AI & Emerging Technologies

AI Cost Ripple: Networking & Data Movement – Episode 4  

Our description of first three cost ripples: compute infrastructure, data pipelines, and vector/retrieval systems, quietly built the foundation for modern AI hidden cost ripples. Each layer solved a...

Tech Articles: My Perspective and Intent

Thoughts, observations, and reflections across evolving information technology landscapes. The ideas shared on this website come from personal experience, research, and observation across rapidly...

Hidden AI Cost Ripple: Vector & Retrieval Infrastructure – Third Episode

In our previous two episodes, we explored some of less obvious but critical ripple effects of scaling AI systems. In Episode #1, we unpacked Hidden AI Cost Ripple #1: Compute Infrastructure Cost...

Second AI Hidden Cost Ripple: Data Pipeline – Second Episode

While compute infrastructure forms a foundation of AI’s cost structure, it is only the first ripple. As organizations move from experimentation to production, a second, often larger wave emerges of...

Cloud Computing

Hidden AI Cost Ripples – Observability & Model Evaluation – Episode 5

I hope you enjoyed our previous four episodes. As we continue our journey through these hidden cost ripples of AI, we now move into Episode Five. Fifth Ripple marks a critical shift from deploying AI...

AI Cost Ripple: Networking & Data Movement – Episode 4  

Our description of first three cost ripples: compute infrastructure, data pipelines, and vector/retrieval systems, quietly built the foundation for modern AI hidden cost ripples. Each layer solved a...

Tech Articles: My Perspective and Intent

Thoughts, observations, and reflections across evolving information technology landscapes. The ideas shared on this website come from personal experience, research, and observation across rapidly...

Hidden AI Cost Ripple: Vector & Retrieval Infrastructure – Third Episode

In our previous two episodes, we explored some of less obvious but critical ripple effects of scaling AI systems. In Episode #1, we unpacked Hidden AI Cost Ripple #1: Compute Infrastructure Cost...

Agile-PM

Hidden AI Cost Ripples – Observability & Model Evaluation – Episode 5

I hope you enjoyed our previous four episodes. As we continue our journey through these hidden cost ripples of AI, we now move into Episode Five. Fifth Ripple marks a critical shift from deploying AI...

AI Cost Ripple: Networking & Data Movement – Episode 4  

Our description of first three cost ripples: compute infrastructure, data pipelines, and vector/retrieval systems, quietly built the foundation for modern AI hidden cost ripples. Each layer solved a...

Hidden AI Cost Ripple: Vector & Retrieval Infrastructure – Third Episode

In our previous two episodes, we explored some of less obvious but critical ripple effects of scaling AI systems. In Episode #1, we unpacked Hidden AI Cost Ripple #1: Compute Infrastructure Cost...

Second AI Hidden Cost Ripple: Data Pipeline – Second Episode

While compute infrastructure forms a foundation of AI’s cost structure, it is only the first ripple. As organizations move from experimentation to production, a second, often larger wave emerges of...