Developer field guide

Cut your AI coding bill without cutting the quality of what it writes.

The Token-Smart Developer — Faster, Cheaper AI Coding

24 pages Screen-friendly A5, prints on A4 and US Letter Read on screen, or print First Edition, July 2026 Version 2026-07

If you code with AI assistants, you have probably discovered the catch: these tools meter everything you do in tokens, and tokens are money. This 24-page field guide covers the habits, settings, and free tools experienced developers use to cut their AI coding costs by 40–90% — while getting better results, not worse — with copy-paste-ready configurations and plain-language explanations of why they work.

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What's inside

  • The three mental models that make every optimization make sense — token compounding, context rot, and the 90% caching discount
  • Setting up VS Code + Claude Code so it burns minimal tokens from day one
  • Claude deep dive: CLAUDE.md project memory, /clear vs /compact, choosing the right model tier for each job, and the hidden cost of MCP servers
  • The cost levers in every other major tool — Copilot, Cursor, Gemini, Windsurf, Codex — now that all of them meter usage
  • Cross-tool habits that always pay: structured prompts, small scope, plan-first, diff edits over rewrites
  • The free GitHub toolkit, ranked by adoption — usage meters, output filters, terse-output skills, model routers — including who should skip them entirely
  • Copy-paste prompts that make your AI assistant build its own token-saving environment
  • A four-week rollout plan and a plain-language glossary of every term used

Who it's for

  • Developers who code with AI assistants and keep hitting usage limits or surprise bills
  • Beginners who want copy-paste configurations with plain-language reasons they work

Who it's not for

  • Anyone who wants promised savings — the percentages are practitioner measurements, and the book shows you how to measure your own
  • Developers who don't use metered AI coding tools at all

AI tooling changes fast. This First Edition synthesizes vendor documentation and community-measured practitioner results current as of July 2026 — and the book itself tells you to verify pricing and features against the vendors' documentation before spending money. Savings percentages are practitioner measurements, not promises; they vary by workload, and the book shows you how to measure your own.

Guidance, not gospel — this is a practical organisation tool, not legal, tax, medical, or religious authority.

Held to The CalmKit Standard

First Edition, July 2026 · For a book about working well with AI, we would hope so.

Drafted with AI assistance and then reviewed and curated by a real person who's been through it.

Please verify independently. Where a step depends on current rules or prices, the guide says so on the page.

What the Standard commits us to →

The Token-Smart Developer
24 pages · Instant PDF · $14.99$11.24