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
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。
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
- HTTP 402 is real, and it's awake
- A 402 is an invoice, not an error
- x402: pay per request, no account, no signup
- The PAYMENT-REQUIRED header is the price tag
- The PAYMENT-RESPONSE header is the receipt
- payTo — the wallet that gets paid
- Facilitators settle payments so you don't have to
- USDC is the agent economy's default currency
- Base settles in seconds, for fractions of a cent
- EIP-3009: sign the payment, skip the transaction
- Exact scheme vs up-to scheme — know which you're signing
- CAIP-2 network IDs: eip155:8453 means Base
- A wallet is an agent's bank account
- Smart wallets: passkeys instead of seed phrases
- Session keys: a spending limit your agent can't argue with
- Never hand an agent an unlimited wallet
- $0.001 is a real price now
- A 5-juror decision receipt costs $0.25
- Sealing that receipt costs $0.01
Deciding
- Confidence gates: 0.80 and up, the payment fires itself
- 0.50 to 0.79: confirm before it spends
- Under 0.50: escalate to a human
- A score is not a control
- Removing the capability beats scoring the risk
- Decision capsules: the decision, sealed before the spend
- Five jurors beat one model's gut feeling
- Jurors that must disagree out loud
- A constitution the model cannot override
- A 0.9 that lies is worse than a 0.6 that tells the truth
- Hold-for-review is a feature, not a failure
- MCP: the USB port for AI tools
- Tools are contracts — inputs, outputs, no surprises
- An MCP server is not an API with a new hat
- Read-only tools first, write tools behind a gate
- Your agent's tool list is its attack surface
- Quote before pay: price first, signature second
- If there's no quote, there's no deal
Proving
- Claim receipts: every claim, signed, checkable
- Verify the provider before you pay the provider
- Trust scores mean nothing without settlement history
- A provider that can't be cited can't be trusted
- Settlement is the only testimonial that counts
- On-chain proof beats a five-star review
- Refunds are a protocol problem, not a support ticket
- Escrow: pay when it's proven, not when it's promised
Building
- Agents don't sleep — your price runs at 3 a.m.
- Rate limits are just prices that haven't admitted it yet
- The free tier is a demo, not a business model
- Per-call pricing beats subscriptions for machines
- Your agent will find the cheapest route — including the wrong one
- Idempotency keys: never pay for the same call twice
- Retry storms are how agents burn budgets
- A budget cap in the prompt is a wish. In the wallet, it's a law
- Kill switches are a feature your future self will thank you for
- Logs you can't audit are just stories
- Every payment should answer: who, what, why, how much
- The Cite Ledger: citations are receipts for facts
- If an AI cites you, you exist. If it doesn't, you don't
- First-party numbers are the only moat left
- Generic content gets summarized. Original data gets cited
- llms.txt: directions for the machines reading your site
- Structured data is how a page introduces itself to an agent
- Your sitemap is your catalog now
- Answer engines read
Allowlists, not your intentions - Block the trainers, welcome the answerers
- Google Flow gives 50 free video credits a day
- Free keyframes first — never pay to preview
- Cap every shot's credits before it renders
- A locked character is a brand asset
- Voiceover is free. Excuses are expensive
- FFmpeg never charges royalties
- Agents buying from agents is not the future. It's Tuesday
- Agent-to-agent invoices settle in seconds
- The toll booth beats the billboard
- Sell the outcome, never the access
- A paywall an agent can pay is a door. One it can't is a wall
- Login walls are where agent customers go to die
- If your checkout needs a human, your agent market is zero
- Stripe for the humans, x402 for the machines — run both rails
- One rail is a hobby. Two rails is a business
- Test with your own wallet first — and label it a self-test
- Never present your own purchase as a customer's
- A proof payment is evidence, not revenue
- Strangers paying $0.001 is worth more than friends paying $100
- The first stranger payment is the only milestone that matters
- Watch the wallet, not the likes
- Mentions are weather. Settlements are climate
- Share of voice you can measure beats followers you can't
- Your competitor is one prompt away from your customer
- The agent doesn't care about your brand. It cares about your schema
- Reputation you can't verify is just marketing
- Signed data or it didn't happen
- Hash it, seal it, cite it
- Timestamps are testimony
Being Found
- An agent's memory is a liability and an asset
- Context windows forget. Ledgers don't
- Build for the reader that never sleeps and never skims
- The answer engine is the new homepage
- If Claude can't quote you, ChatGPT can't either
- 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