Design Decisions

• LLM neutral (LLMs leapfrog each other in capability; swap easily, support many)

• Framework neutral (langchain, semantic kernel, …)

• Deployment model neutral (serverless, containers, k8, … )

• Language neutral (our manifest is declarative JSON)

• Client neutral (e.g., we’re not hard coded to ChatGPT or Gemini, …)

• Multimodal opinionated (it’s built into our architecture from day 1, but you choose providers)

• Flow / agent neutral (it’s a layer above us)

• Quality control opinionated (we encourage regression tests for plugins)

• Cloud neutral (offer containers, offer serverless, …)