Semantic Kernel

Microsoft's model-agnostic SDK for building agents and integrating AI into enterprise apps: plugins as typed functions, planners, and multi-language support (C#, Python, Java).

View source on GitHub

Key takeaways

• 01

  Typed plugin functions are enterprise-grade tool schemas

• 02

  Model-agnostic abstractions ease provider migration

Flows built on this research

MCP & Tooling

Structured Output from Tools

Make every tool and agent output validate against a schema: typed results, repair loops, and safe fallbacks.

4 steps · 60-90 minutes