Migration Pattern: From DIY Agent to Framework-Based Agent

Agentic AI 18 min min read Updated: Feb 26, 2026 Intermediate
Migration Pattern: From DIY Agent to Framework-Based Agent
Intermediate Topic 8 of 8

Migration Pattern: From DIY Agent to Framework-Based Agent

Why migrations fail

Teams try to rewrite everything. Instead, migrate layer by layer: tools, memory, state, then orchestration.

Safe migration steps

  1. Wrap tools behind a registry
  2. Add tracing
  3. Introduce state machine/graph
  4. Move prompts into templates
  5. Add evaluations

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