AI 原生开放教材

外观

Agent Systems Handbook（智能体系统手册）工程手册·英文原文 ↗仓库 ↗

Source Notes ​

Primary Signals ​

Repo-Native Interpretation ​

The April recharge flow gives the starter a concrete transaction shape: users discover a task, choose a recipient, confirm an operator, select a plan, and hand off payment only after review.

The May Business AI on WhatsApp launch broadens the durable lesson. A useful business-side messaging assistant should answer from bounded business context such as a profile, catalog, or support notes, recommend a next step, and keep human takeover available when the seller wants to step in directly.

This starter does not copy WhatsApp UI or implement Meta-specific behavior. It uses the source as a product-shape signal for a generic messaging-native transaction assistant shaped by bounded business context labels and explicit handoff boundaries.

The documentation and sample repositories are most useful for contributors who want to extend this starter toward structured messaging, Flows, or Cloud API delivery without claiming that this repo already ships those integrations.

Attribution Boundaries ​

  • Do not copy source screenshots or UI text into the starter.
  • Do not imply the repo starter integrates with WhatsApp, UPI, Jio, Airtel, or Vi.
  • Keep the code small enough to teach assistant boundaries rather than payment operations or vendor setup.