Analyzing the expenses, hardware choices, and implications of building local AI inference rigs in 2026, with insights into VRAM, hardware tiers, and value strategies.
Memory shortages are driving up cloud costs, with AWS and others raising prices due to increased DRAM and server expenses. Impact on budgets is significant.
The Delegation Ladder: The Four Agentic Loops, And What Each One Lets You Stop Doing
Exploring the four agentic loops in AI design, what each allows you to stop doing, and why this framework matters for AI development and business applications.
A Skill Is A Folder, Not A Prompt: What Anthropic Learned Running Hundreds Of Them
Anthropic reveals that their AI Skills are structured as folders containing instructions, scripts, and assets, transforming prompt reuse into durable organizational assets.
Kill-Switch-Proof: How To Build So Washington Can’t Take Your AI Stack Down
A guide on how organizations can architect AI systems resistant to government shutdowns, emphasizing dependency mapping, abstraction layers, and open-weight models.