Automating API Breaking Change Detection with AgentKit & Gemini
In this video, I walk through my AgentKit template submission: the API Breaking Change Detector.
When migrating REST APIs from v1 to v2, unannounced schema changes—like dropped fields, type mutations, or route shifts—frequently break downstream applications. Manual diffing and migration docs take hours of developer time.
This template automates that entire process by pairing deterministic JavaScript parsing with Gemini LLM synthesis.
What We Cover:
0:00 - Introduction & Real-World Problem
0:35 - Workflow Architecture in Lamatic Studio
0:50 - Deterministic Diff Logic (codeNode_676)
1:10 - Prompt Engineering with Gemini (LLMNode_543)
1:30 - Live Execution & Output Demo (test_flow.py)
2:10 - Repository Structure & Wrap-Up
Tech Stack & Key Concepts:
• Lamatic Studio & AgentKit
• Deterministic JS Schema Diffing
• Gemini Models
• Python SDK Test Harness
#AgentKit #LamaticAI #DeveloperTools #APIs #SoftwareEngineering #Gemini