Claude
Token Audit Guide: Track What AI Actually Costs You
How to audit your AI API spending across Claude, OpenAI, and DeepSeek. Find hidden token drains, understand the real pricing, and build a logging script that tracks every dollar.
Stop Using Frontier AI for Everything: The Tiered Model Strategy
Why using GPT-4 or Claude Opus for simple tasks wastes money, and how to build a tiered AI workflow that uses the right model for each task. Covers local models, Haiku, Sonnet, and Opus with cost comparisons.
Local LLMs vs Claude: When Each Actually Wins
Honest comparison of running local models vs using Claude. Benchmarks, costs, privacy, and practical guidance on when to use Qwen, Llama, or DeepSeek vs when Claude is worth paying for.