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誰來告訴 AI 智能體如何付款?智能體應懂的 100 件事

Who's Gonna Tell AI Agents About… 100 Things Agents Should Know About Paying

AI 導讀

這份清單整理 AI 智能體在付款、決策、舉證、建置及讓網頁內容被機器找到時應掌握的 100 件事。ScriptMasterLabs 的 2026 x402 stack 將 5 位評審的決策收據定價為 $0.25 USDC,在 Base 封存收據需 $0.01;信心分數 ≥0.80 自動付款,0.50–0.79 須確認,低於 0.50 則交由人類處理。

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ScriptMasterLabs

Somebody has to tell the agents. ScriptMasterLabs' 2026 x402 stack prices a 5-juror decision receipt at $0.25 USDC and sealing it at $0.01 on Base, gated at ≥0.80 auto-pay, 0.50–0.79 confirm, <0.50 escalate.

This is the field list behind that stack: 100 things AI agents should know about paying, deciding, proving it, building for it, and being found by the machines that read the web now.

Paying

  1. HTTP 402 is real, and it's awake
  2. A 402 is an invoice, not an error
  3. x402: pay per request, no account, no signup
  4. The PAYMENT-REQUIRED header is the price tag
  5. The PAYMENT-RESPONSE header is the receipt
  6. payTo — the wallet that gets paid
  7. Facilitators settle payments so you don't have to
  8. USDC is the agent economy's default currency
  9. Base settles in seconds, for fractions of a cent
  10. EIP-3009: sign the payment, skip the transaction
  11. Exact scheme vs up-to scheme — know which you're signing
  12. CAIP-2 network IDs: eip155:8453 means Base
  13. A wallet is an agent's bank account
  14. Smart wallets: passkeys instead of seed phrases
  15. Session keys: a spending limit your agent can't argue with
  16. Never hand an agent an unlimited wallet
  17. $0.001 is a real price now
  18. A 5-juror decision receipt costs $0.25
  19. Sealing that receipt costs $0.01

Deciding

  1. Confidence gates: 0.80 and up, the payment fires itself
  2. 0.50 to 0.79: confirm before it spends
  3. Under 0.50: escalate to a human
  4. A score is not a control
  5. Removing the capability beats scoring the risk
  6. Decision capsules: the decision, sealed before the spend
  7. Five jurors beat one model's gut feeling
  8. Jurors that must disagree out loud
  9. A constitution the model cannot override
  10. A 0.9 that lies is worse than a 0.6 that tells the truth
  11. Hold-for-review is a feature, not a failure
  12. MCP: the USB port for AI tools
  13. Tools are contracts — inputs, outputs, no surprises
  14. An MCP server is not an API with a new hat
  15. Read-only tools first, write tools behind a gate
  16. Your agent's tool list is its attack surface
  17. Quote before pay: price first, signature second
  18. If there's no quote, there's no deal

Proving

  1. Claim receipts: every claim, signed, checkable
  2. Verify the provider before you pay the provider
  3. Trust scores mean nothing without settlement history
  4. A provider that can't be cited can't be trusted
  5. Settlement is the only testimonial that counts
  6. On-chain proof beats a five-star review
  7. Refunds are a protocol problem, not a support ticket
  8. Escrow: pay when it's proven, not when it's promised

Building

  1. Agents don't sleep — your price runs at 3 a.m.
  2. Rate limits are just prices that haven't admitted it yet
  3. The free tier is a demo, not a business model
  4. Per-call pricing beats subscriptions for machines
  5. Your agent will find the cheapest route — including the wrong one
  6. Idempotency keys: never pay for the same call twice
  7. Retry storms are how agents burn budgets
  8. A budget cap in the prompt is a wish. In the wallet, it's a law
  9. Kill switches are a feature your future self will thank you for
  10. Logs you can't audit are just stories
  11. Every payment should answer: who, what, why, how much
  12. The Cite Ledger: citations are receipts for facts
  13. If an AI cites you, you exist. If it doesn't, you don't
  14. First-party numbers are the only moat left
  15. Generic content gets summarized. Original data gets cited
  16. llms.txt: directions for the machines reading your site
  17. Structured data is how a page introduces itself to an agent
  18. Your sitemap is your catalog now
  19. Answer engines read Allow lists, not your intentions
  20. Block the trainers, welcome the answerers
  21. Google Flow gives 50 free video credits a day
  22. Free keyframes first — never pay to preview
  23. Cap every shot's credits before it renders
  24. A locked character is a brand asset
  25. Voiceover is free. Excuses are expensive
  26. FFmpeg never charges royalties
  27. Agents buying from agents is not the future. It's Tuesday
  28. Agent-to-agent invoices settle in seconds
  29. The toll booth beats the billboard
  30. Sell the outcome, never the access
  31. A paywall an agent can pay is a door. One it can't is a wall
  32. Login walls are where agent customers go to die
  33. If your checkout needs a human, your agent market is zero
  34. Stripe for the humans, x402 for the machines — run both rails
  35. One rail is a hobby. Two rails is a business
  36. Test with your own wallet first — and label it a self-test
  37. Never present your own purchase as a customer's
  38. A proof payment is evidence, not revenue
  39. Strangers paying $0.001 is worth more than friends paying $100
  40. The first stranger payment is the only milestone that matters
  41. Watch the wallet, not the likes
  42. Mentions are weather. Settlements are climate
  43. Share of voice you can measure beats followers you can't
  44. Your competitor is one prompt away from your customer
  45. The agent doesn't care about your brand. It cares about your schema
  46. Reputation you can't verify is just marketing
  47. Signed data or it didn't happen
  48. Hash it, seal it, cite it
  49. Timestamps are testimony

Being Found

  1. An agent's memory is a liability and an asset
  2. Context windows forget. Ledgers don't
  3. Build for the reader that never sleeps and never skims
  4. The answer engine is the new homepage
  5. If Claude can't quote you, ChatGPT can't either
  6. Somebody is gonna tell the agents. It might as well be you

This list lives on the canonical page: 100 Things AI Agents Should Know About Paying. The decision gate behind items 18–30 is the Verdict Protocol.

來源:DEV Community · dev.to