Whitepaper · 2026
boostN.ai Agency
Working with AI. What actually helps.
Clean CLAUDE.md, well-tended memories, clear prompts — and the model still does whatever it wants. This collection isn't theoretical best practice. It's the tips that actually take friction out of our day — and the traps we sadly taught ourselves.
01 · What you get
Inside the whitepaper
- Why CLAUDE.md, memories, and prompts are wishes — not rules
- The "1× hard + 1× easy" principle: working in parallel without breaking your focus
- Critical-System-Gate: the physical emergency brake for sensitive paths
- Tokenizer changes explained: same text, +35 % tokens — and what to do about it
- Prompt caching in practice — from 283 € to 47 € per month in a real-world setup
- Fast Mode = 6× standard price: when it pays off, when it burns money
- Spotting model personality shifts — and adjusting your own behavior accordingly
02 · Who it's for
Who should read this
Developers who work daily with Claude Code, ChatGPT, or Cursor
Tech leads who want to standardize AI workflows across their team
Founders and freelancers who want to double their AI output without paying more
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