AI & Emerging Technologies

Episode 6 Hidden AI Cost Ripple: Engineering Complexity

As we conclude our journey through ‘hidden cost ripples of AI’, we arrive at our final and perhaps most underestimated ripple of all: Engineering Complexity. In our previous episodes we explored...

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...

Cloud Computing

Devs vs. Deadlines in AI Era: When Good Code Meets Corporate Pressure

Navigating Human Side of Software Delivery Note: I distinctly remember something a speaker said during an AI forum discussion: “AI is a tool, not a replacement for human judgment.” A few...

Info Tech Incident Post-Mortem Theater

Thanks for following along through our six-part AI Cost Ripples series. In this article, we’re switching gears to something different. In my TPM career, I’ve attended countless post-mortem meetings...

Episode 6 Hidden AI Cost Ripple: Engineering Complexity

As we conclude our journey through ‘hidden cost ripples of AI’, we arrive at our final and perhaps most underestimated ripple of all: Engineering Complexity. In our previous episodes we explored...

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...

Agile-PM

Devs vs. Deadlines in AI Era: When Good Code Meets Corporate Pressure

Navigating Human Side of Software Delivery Note: I distinctly remember something a speaker said during an AI forum discussion: “AI is a tool, not a replacement for human judgment.” A few...

Info Tech Incident Post-Mortem Theater

Thanks for following along through our six-part AI Cost Ripples series. In this article, we’re switching gears to something different. In my TPM career, I’ve attended countless post-mortem meetings...

Episode 6 Hidden AI Cost Ripple: Engineering Complexity

As we conclude our journey through ‘hidden cost ripples of AI’, we arrive at our final and perhaps most underestimated ripple of all: Engineering Complexity. In our previous episodes we explored...

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...