[
  {
    "prompt": "We need to build in fallbacks for when we are rate limited by anthropic. I also have a kimi api key we can use, and beyond that, I would like you to fall back to local.  Can we implement this please?",
    "chosen": "Let me look at the current codebase to understand how models are called and where to wire in fallbacks.",
    "session": "session_20260314_141307_c2acae.json"
  },
  {
    "prompt": "[Files already read in this session \u2014 do NOT re-read these]\n  - /Users/apayne/Timmy-Time-dashboard/config/agents.yaml (lines 1-500)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/agents/loader.py (lines 1-500)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/brain/client.py (lines 1-500)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/cli.py (lines 1-500)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/semantic_memory.py (lines 1-500)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/session.py (lines 1-500, lines 1-100)\n  - /Users/apayne/Timmy-Time-dashboard/src/timmy/thinking.py (lines 1-500)\n  - /tmp/timmy-b2-cli/src/timmy/cli.py (lines 144-173, lines 210-224)\n  - /tmp/timmy-fix-cli/src/timmy/cli.py (lines 177-201, lines 210-221, lines 144-163)\n  - ~/.hermes/config.yaml (lines 1-500)\n  - ~/.hermes/hermes-agent/agent/anthropic_adapter.py (lines 1-500)\n  - ~/.hermes/hermes-agent/run_agent.py (lines 4940-5019, lines 2646-2765, lines 1-500)\n  - ~/.hermes/hermes-agent/tests/test_fallback_model.py (lines 1-500)\n  - ~/Timmy-Time-dashboard/src/timmy/agents/loader.py (lines 75-574)\n  - ~/Timmy-Time-dashboard/src/timmy/semantic_memory.py (lines 70-569)\n  - ~/Timmy-Time-dashboard/tests/timmy/test_cli.py (lines 1-500)\n  - ~/Timmy-Time-dashboard/tests/timmy/test_semantic_memory.py (lines 1-500)\nUse the information from the context summary above. Proceed with writing, editing, or responding.",
    "chosen": "Absolutely. Let me see what's in the pre-commit hook right now and figure out what's brittle.",
    "session": "session_20260314_141307_c2acae.json"
  },
  {
    "prompt": "We won't be using kimi for fallback, just local.",
    "chosen": "Got it \u2014 anthropic \u2192 local qwen3:30b. Let me check what's already in place for the Hermes agent fallback.",
    "session": "session_20260314_141307_c2acae.json"
  },
  {
    "prompt": "There will be no chain. simple local fallback is fine.",
    "chosen": "Already done. Your config has it:\n\n```\nmodel:\n  default: claude-opus-4-6\n  provider: anthropic\n\nfallback_model:\n- provider: custom\n  model: qwen3:30b\n  base_url: http://localhost:11434/v1\n  api_key: ollama\n```\n\nAnthropic primary, local qwen3:30b fallback. No chain. You're set.",
    "session": "session_20260314_141307_c2acae.json"
  }
]