Best Framework Lock-In Alternative

Multi-agent definitions scattered and locked to specific frameworks

What is Framework Lock-In?

Current state where multi-agent team definitions are tightly coupled to specific frameworks (LangChain, AutoGen, etc.), preventing portability and forcing rewrites when switching tools.

✅ What Framework Lock-In does well

  • Framework-specific optimizations possible
  • Tight integration with ecosystem

❌ Limitations for Agents

  • No portability across frameworks
  • Vendor lock-in
  • Duplicated effort when migrating
  • No shared standards
  • Fragmented ecosystem

Why AI Agents are replacing Framework Lock-In

Open Envelope provides a framework-agnostic JSON schema for defining agent teams, enabling portable definitions that work across any compatible runtime, similar to Docker for containers

Common Use Cases

Multi-agent system deploymentTeam orchestrationCross-framework agent management