the AI Stash

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Claude

A silhouette of a knowledge worker with a briefcase being lifted by three teal balloons of different sizes, rising past a cracked brick wall into a warm cream sky
learn-ai

Stop Hitting Claude's Rate Limits: My 3-Tool $25 Stack

Anthropic admitted the compute shortage. Switching all-in to DeepSeek doesn't work either. Here's the 3-tool ai stack that beats Claude's rate limits for about $25 a month.

Illustration representing AI failures and the patterns behind them
learn-ai

Why Is AI Bad? The 10 Real Failures Most People Get Wrong

Of the 10 reasons people think AI is bad in 2026, seven are usage problems with fixes and three are real model regressions. Here is the diagnostic.

Editorial illustration of a writer calibrating a giant teal dial, representing the precision needed to use Claude Opus 4.7
Reviews

How to Use Claude Opus 4.7: What Actually Changed and How to Prompt It Right

A practical guide to Claude Opus 4.7 covering adaptive thinking, xhigh effort, task budgets, vision upgrades, and the prompting changes that matter.