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Dev.to
Dev.to
8/5/2026
The Zero Context Token Donor Protocol

The Zero Context Token Donor Protocol

Short summary

Teams using AI coding agents face uneven token consumption — some developers exhaust weekly caps by Thursday while others never come close. A novel workaround emerges: developers with surplus tokens execute well-specified issues from budget-exhausted colleagues, acting as 'token donors.' The zero-context requirement forces better issue specs, accidentally solving a problem thirty years of templates couldn't. Per-branch spend tracking via Claude Code logs makes surplus visible.

  • Token consumption varies wildly between developers on the same team
  • Surplus-token developers can execute well-specified issues from exhausted colleagues
  • Zero-context execution forces better issue specs than any template ever did

Generated with AI, which can make mistakes.

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