Escape LLM Lock-in with Pluggable 'Brain' Architectures for AI Agents

Moving beyond monolithic AI designs allows developers to decouple intelligence from specific providers, ensuring persistent 'memory' across hardware migrations. This architectural shift enables cost-effective scaling by intelligently routing tasks between local and cloud models without losing the agent's core identity.