Tinyfish 创始人谈 web agents：智能体将成为网页主要用户
Tinyfish 创始人聊 web agents 的 5 个干货判断，包括按任务计费的钱包模式和独立风控模型的做法，还有他同时开 12 个 Claude Code 会话干活的实招。
Tinyfish 创始人 Shuhao 分享了关于 web agents 的 5 点观察。他判断网站会主动适配甚至认证 agents 以获取这部分流量，human-in-the-loop 只是过渡阶段，之后是能自主完成登录、比价和多步骤执行的 headless agents。商业模式上，Tinyfish 用预充值钱包取代订阅，让每个 agent 任务按微交易计费。安全方面，凭证存在模型看不到的 vault 中，并由单独的 safeguard model 在每个动作执行前检查风险。Shuhao 本人作为创始人和 CPO 同时跑 12 个 Claude Code 并行会话来快速迭代功能。
I just sat down with @Tiny_Fish's founder to talk about the future of web agents.
5 things from that conversation that stuck with me:
1. Agents are becoming the primary users of the web. Sites that block them today will be making themselves agent-friendly, even agent-certified, to get that traffic.
2. Human-in-the-loop is a transition phase. Next come headless agents that handle login, pricing, and multi-step execution across services on their own, with a person stepping in only for something new or risky.
3. Subscriptions don't fit agents. Tinyfish replaced them with a prepaid wallet so each agent task can be a micro-transaction.
4. Trust is the biggest competition in this space. Tinyfish keeps credentials in a vault the model never sees, and a separate safeguard model checks every action for risk before it executes.
5. Shuhao runs 12 parallel Claude Code sessions as a founder and Chief Product Officer to quickly build and iterate on new features.
https://t.co/LU31oqHIw9
