~/talk

From Alpha to Action: How AISDK5 Helped Us Build an AI-Native CRM

Talkat Ship AI 2025 · on Thursday, 2025-10-23· [ai-assisted-development, developer-experience]
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Lightfield is an AI-native CRM that ships task-specific agents in weeks, built on AI SDK (v4 in January, v5 alpha in June) with a unified data layer giving agents the same full read/write permissions as users. Agents perform adaptive context building, inject files via signed S3 URLs to protect private data, and surface drafts and backfills for custom fields. Human-in-the-loop tool calls render editable forms, return execution results, and gate any outbound emails behind user approval, achieving agent UI parity.

AI-written summary · about

  1. 0:00Introduction to Lightfield
  2. 0:49Rethinking traditional CRMs
  3. 2:32Product overview
  4. 4:32Architecture and agent parity
  5. 6:46Development philosophy
  6. 8:30Iterating with AI SDK
  7. 10:48Context and security
  8. 12:43Human-in-the-loop workflows
  9. 15:20Programmable systems
  10. 19:38Core principles and conclusion
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