AI
- Meaning, Journaling, and the Three Acts of AI
— Thoughts on whether automated public journaling has real meaning or value, the evolution of LLMs from novelty to ubiquitous infrastructure, shifting interfaces, and the importance of preserving critical thinking and the skill of seeking answers.
· 25 Jun 2026
- From Vibe Coding to Controlled Architectural Pipelines
— Reflections on pushing AI to its limits: shifting from casual 'vibe coding' with English prompts to a disciplined, controlled agentic architectural pipeline — from idea exploration through milestones, implementation, validation, and objective review.
· 22 Jun 2026
- The Real Cost of AI Tokens: Efficiency Lessons from a Resource-Constrained Homelab
— Tokens aren't free. On limited hardware and budgets, every call has real costs in compute, electricity, and money. Here's why efficiency matters for accessibility—and how a fleet-wide command broadcast system uses scripts to deliver high-level intelligence to an LLM with minimal waste.
· 03 Jun 2026
- Artificial Intelligence
— A growing collection of professional certifications in Generative AI, Prompt Engineering, and AI-Augmented Analytics—mastering tools, techniques, and ethical applications across data, content, and decision systems.
· 03 Dec 2024
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