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Product updates, deeper explanations, and monetization experiments you can learn from.

Why we built the LLM Hardware Requirements Calculator

Clarity before you buy: sizing VRAM, RAM, and latency with confidence

Choosing hardware for local or on-prem LLM workflows can be confusing. Our calculator simplifies GPU and memory planning with sensible defaults and transparent assumptions, so you can avoid over-spending and under-provisioning.

We’ll keep iterating as the model landscape evolves, and we welcome suggestions.

Published 2025-08-27T19:05:50Z

How the 30-Day $1,000 Challenge keeps you moving

Daily micro-wins, behavioral design, and a simple tracker

Big goals stick when you break them into doable steps. This challenge mixes small daily tasks with visible progress and reminders — so you actually reach the $1,000 target.

We’ll share anonymized tips we learn from users (with permission) to help more people succeed.

Published 2025-08-27T19:05:50Z