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Amr Gharbeia
2026-03-27 15:41:57 -04:00
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#+TITLE: PRD: LLM Failover Cascade & Multi-Provider Support
#+AUTHOR: PSF Requirements Definer
#+STATUS: FROZEN
* 1. Purpose
Ensure 100% availability of System 1 (Neural) reasoning via an ordered list of providers and automatic fallbacks.
* 2. Functional Requirements
- **Backend Registry:** The core MUST allow Skills to register new AI providers (Gemini, OpenAI, Claude, etc.).
- **Automatic Failover:** The `ask-neuro` function MUST iterate through a `*provider-cascade*` list, automatically trying the next provider if the previous one fails.
- **Interactive Re-Ordering:** The system MUST allow the user to update the cascade order in real-time from Emacs.
* 3. Success Criteria
- DONE Daemon correctly falls back from a failing API key to a working one.
- DONE `M-x org-agent-set-model-cascade` successfully updates the live Lisp hierarchy.
- DONE Support for 5+ providers (Gemini, OpenAI, Anthropic, OpenRouter, Ollama).