Provider abstraction decouples application logic from specific LLM or cloud service implementations. Posts cover model provider switching patterns, configuration-driven provider selection, and the abstraction layers that make multi-agent systems portable across OpenAI, Ollama, and Azure Foundry.
1 post tagged with provider abstraction. ← All posts
How to port ADK's model hard-codes to Microsoft Agent Framework's provider factory pattern.
Zero-code LLM provider swaps across environments: Ollama for dev, OpenAI for staging, Azure Foundry for prod. Same agents, different models.
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.