Get Kyle's Opus 4.7 breakdown, the companion slide deck, and the Caveman link he referenced so you can keep Claude useful without burning through caps and tokens faster than you need to.
Kyle's written breakdown of the tokenizer tax, the reasoning router problem, and the missing benchmark.



The visual walkthrough you can skim fast or share with your team.



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What You'll Walk Away With
See why 'same price' can still mean up to 35% more tokens on the exact same prompt.
Protect your Claude Max or API workflow before tighter limits and silent token creep start wrecking it.
Use the Caveman skill link to get shorter, cleaner answers that waste far fewer output tokens in Claude Code or Codex.
Know when Opus 4.7 is worth it, when to shorten context, and when to route work into leaner setups instead.