{"type":"session","version":3,"id":"659af739-460b-4bfe-a187-5d435c72b5c9","timestamp":"2026-05-09T07:27:23.801Z","cwd":"/Users/brandon/.openclaw/workspace"}
{"type":"model_change","id":"549fb504","parentId":null,"timestamp":"2026-05-09T07:27:23.811Z","provider":"amazon-bedrock","modelId":"us.anthropic.claude-opus-4-6-v1"}
{"type":"thinking_level_change","id":"67308989","parentId":"549fb504","timestamp":"2026-05-09T07:27:23.811Z","thinkingLevel":"medium"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1778311643827,"provider":"amazon-bedrock","modelApi":"bedrock-converse-stream","modelId":"us.anthropic.claude-opus-4-6-v1"},"id":"a8e0efa8","parentId":"67308989","timestamp":"2026-05-09T07:27:23.827Z"}
{"type":"message","id":"0b699358","parentId":"a8e0efa8","timestamp":"2026-05-09T07:27:23.837Z","message":{"role":"user","content":[{"type":"text","text":"[Sat 2026-05-09 01:27 MDT] test"}],"timestamp":1778311643832}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Sender (untrusted metadata):\n```json\n{\n  \"label\": \"openclaw-tui\",\n  \"id\": \"openclaw-tui\",\n  \"name\": \"openclaw-tui\",\n  \"username\": \"openclaw-tui\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"a3514551","parentId":"0b699358","timestamp":"2026-05-09T07:27:23.842Z"}
{"type":"message","id":"cf21e4b0","parentId":"a3514551","timestamp":"2026-05-09T07:27:29.459Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"This is just a webchat message from the TUI with no actual content/request. It appears to be metadata about the sender but no actual message or question.","thinkingSignature":"EsQCCkgIDRABGAIqQBu56HVxP1k7N2plfDFuVo4ht8tsTYsJrye6gYn6xcyIrIeLAnt4/pYc7y2LM9KPLrhkQhnOedkXRwaHGyM+jgESDNJ/6F1QccoWHm9j9RoMicHxDhL9+vkxitqkIjD/Lka22ovQKvG5cJfBwV+PR1oTByDUlN9rSfSMuAwTwZXmOwkn+1ZTr/qhew4QP7wqqQHlfn57gp8zS5Ed34ioC3/uhd5j7TZeXqTDekfpOf3T5ToXkCA1nUpgRcscVd7hTgMf6qhPvJdr0BUeTYbWyz4kixaC7B3HJQNuG+0OmPCeV8vWcJ2XJDfDdUX2inOktZwaCMzQl+7GSplVDyWLHPlqb2Cun4dTCtzlvOPhEeyySUmLcRchBvjBtdK0BtcKkPxde02S8ZNiGNQCn+N+25eZ3Ftw039CMxK1GAE="},{"type":"text","text":"NO_REPLY"}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":3,"output":56,"cacheRead":0,"cacheWrite":33868,"totalTokens":33927,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778311643896}}
{"type":"message","id":"90310365","parentId":"cf21e4b0","timestamp":"2026-05-09T07:27:34.312Z","message":{"role":"user","content":[{"type":"text","text":"[Sat 2026-05-09 01:27 MDT] huh?"}],"timestamp":1778311654309}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Sender (untrusted metadata):\n```json\n{\n  \"label\": \"openclaw-tui\",\n  \"id\": \"openclaw-tui\",\n  \"name\": \"openclaw-tui\",\n  \"username\": \"openclaw-tui\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"3ab61b3c","parentId":"90310365","timestamp":"2026-05-09T07:27:34.312Z"}
{"type":"message","id":"85539f00","parentId":"3ab61b3c","timestamp":"2026-05-09T07:27:38.302Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Brandon said \"test\" and I replied NO_REPLY, then he said \"huh?\" — he's confused why I didn't respond. Fair enough, he was testing and expected acknowledgment.","thinkingSignature":"EssCCkgIDRABGAIqQCbgTMPor5F/9KmMeUygEIOVjbwiBJvfHKvNWIXdKFnc1catbzvT8fZ5Sqdrze552xdU94Vul+K7HmlP838tO/kSDHCwxmMT51xhRpcOyRoMonWGRChYsRCF1RSLIjDJu9f6pLvbwmrxviKcDv3hpaFi6yBVzNW24WJh+AdLU4OwWpoy5nLslGOh6YoibMcqsAG3KZR1rign7BR7ZHSk5/w8ymrfyd53tvHF4air/RjmVDPKOnJZdUcVFsAOMEQ8qz+DjRhVsfdvlDAgptjgvY59skMU5kTX0oZzciTzGMIgbbpUsEyISJobvdpI//EijfBcx6lI2FBvSEN5QqGZ6fO1vPIz8kpurDo0XvdnRepnj8uHJLz0EKb43Dx4hQxe5ICBw1dguZVJKQLSBimJNfDI5gtwJDK55jIxnxfROzuKsBgB"},{"type":"text","text":"Hey — you said \"test\" so I figured nothing needed a response. What's up?"}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":3,"output":79,"cacheRead":0,"cacheWrite":33904,"totalTokens":33986,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778311654313}}
{"type":"message","id":"2722e7ed","parentId":"85539f00","timestamp":"2026-05-09T07:27:52.241Z","message":{"role":"user","content":[{"type":"text","text":"test from signal?"}],"timestamp":1778311672238}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"+12817509483\",\n  \"message_id\": \"1778311671779\",\n  \"sender_id\": \"+12817509483\",\n  \"sender\": \"Brandon\",\n  \"timestamp\": \"Sat 2026-05-09 01:27 MDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Brandon (+12817509483)\",\n  \"id\": \"+12817509483\",\n  \"name\": \"Brandon\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"e385d3b4","parentId":"2722e7ed","timestamp":"2026-05-09T07:27:52.241Z"}
{"type":"message","id":"52f91a5f","parentId":"e385d3b4","timestamp":"2026-05-09T07:27:55.482Z","message":{"role":"assistant","content":[{"type":"text","text":"👋 Yep, coming through loud and clear on Signal."}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":3,"output":16,"cacheRead":0,"cacheWrite":33890,"totalTokens":33909,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778311672241}}
{"type":"message","id":"b0dbda5a","parentId":"52f91a5f","timestamp":"2026-05-09T07:28:22.625Z","message":{"role":"user","content":[{"type":"text","text":"how do agents work with you, vs litellm, vs you AND litellm together."}],"timestamp":1778311702623}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"+12817509483\",\n  \"message_id\": \"1778311702203\",\n  \"sender_id\": \"+12817509483\",\n  \"sender\": \"Brandon\",\n  \"timestamp\": \"Sat 2026-05-09 01:28 MDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Brandon (+12817509483)\",\n  \"id\": \"+12817509483\",\n  \"name\": \"Brandon\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"74ea223f","parentId":"b0dbda5a","timestamp":"2026-05-09T07:28:22.626Z"}
{"type":"message","id":"726a6a9c","parentId":"74ea223f","timestamp":"2026-05-09T07:28:35.698Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Brandon wants to understand the architecture of how agents work in OpenClaw — specifically the relationship between agents, LiteLLM, and the combination. Let me explain this clearly based on my knowledge of OpenClaw's architecture.","thinkingSignature":"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"},{"type":"text","text":"Good question. Here's the breakdown:\n\n**Agents (OpenClaw native)**\nEach agent is a config block in `openclaw.json` — defines a system prompt, model, thinking level, workspace, allowed tools, and channel routing. When a message hits a channel (Signal, Stoat, etc.), OpenClaw routes it to the correct agent based on account/channel config. The agent runs a turn: reads context, calls tools, produces a reply. That's me (main), Ellis (therapist), Pantry (grocery), etc.\n\n**LiteLLM**\nA proxy that normalizes different LLM provider APIs into one OpenAI-compatible interface. You point OpenClaw at LiteLLM's endpoint, and LiteLLM handles routing to Anthropic, OpenAI, Bedrock, Google, etc. — with load balancing, fallbacks, rate limiting, and cost tracking.\n\n**Together (how your setup works)**\n```\nSignal msg → OpenClaw Gateway → Agent (me)\n    → needs LLM completion\n    → calls LiteLLM proxy (or provider directly)\n    → LiteLLM routes to Bedrock/Anthropic/etc.\n    → response back → I process it → reply to Signal\n```\n\nOpenClaw handles: routing, tools, memory, sessions, cron, channel delivery.\nLiteLLM handles: model access, provider abstraction, fallbacks, spend tracking.\n\n**You can run without LiteLLM** — OpenClaw talks directly to providers (which is what you're doing now with Bedrock). LiteLLM is useful when you want multi-provider fallbacks, a unified cost dashboard, or custom routing rules across many models.\n\nWant me to look at whether adding LiteLLM would benefit your setup, or is this more of a conceptual question?"}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":3,"output":481,"cacheRead":33248,"cacheWrite":684,"totalTokens":34416,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778311702626}}
{"type":"message","id":"96d1516b","parentId":"726a6a9c","timestamp":"2026-05-09T07:30:20.068Z","message":{"role":"user","content":[{"type":"text","text":"yeah, look at whether adding it would be benefitial."}],"timestamp":1778311820065}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"+12817509483\",\n  \"message_id\": \"1778311819641\",\n  \"sender_id\": \"+12817509483\",\n  \"sender\": \"Brandon\",\n  \"timestamp\": \"Sat 2026-05-09 01:30 MDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Brandon (+12817509483)\",\n  \"id\": \"+12817509483\",\n  \"name\": \"Brandon\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"13c71806","parentId":"96d1516b","timestamp":"2026-05-09T07:30:20.068Z"}
{"type":"message","id":"0d6fd552","parentId":"13c71806","timestamp":"2026-05-09T07:30:23.781Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me look at Brandon's current setup to understand what providers/models he's using and whether LiteLLM would add value.","thinkingSignature":"EqUCCkgIDRABGAIqQPA28NQtCr2bZXBL09oioenu/q18NnTBB9RUyv5Pb3YYmMwphF1YD9HcaQdpnlbHzLsgVucT/OYdpez4qwliOzQSDAZWsD8v+atDqS2ebhoMqOib1irOICLLL3A3IjCpvf/f6fe9b0HO1x3onsH1gHEvM30xxAE++6OpfwkkGB0Z5Jk7dOnirYUPAgLE0pIqigGuPVNh0Rm6g+M//R+UliKzR8yKJjvrUO3tIH6ZZ5EMNcrBkkZ/X+MVsxMnRMnX0e4NIzQxdjkdursG/RYBkkwti/5FY6q8hM0G+gzyemOp1xnrz6feQ+DDjcIz2sA06ErKFL8hjd/TNsqowTJ2YKiSmO8Gfm+fXwn+Ecqy1infFW7QvD+6OJAqXTcYAQ=="},{"type":"toolCall","id":"tooluse_FSH9s0iEYfqF0MWSkSxm9U","name":"gateway","arguments":{"action":"config.get","path":"models"}}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":3,"output":114,"cacheRead":33248,"cacheWrite":1180,"totalTokens":34545,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778311820068}}
{"type":"message","id":"ca314901","parentId":"0d6fd552","timestamp":"2026-05-09T07:30:23.983Z","message":{"role":"toolResult","toolCallId":"tooluse_FSH9s0iEYfqF0MWSkSxm9U","toolName":"gateway","content":[{"type":"text","text":"{\n  \"ok\": true,\n  \"result\": {\n    \"path\": \"/Users/brandon/.openclaw/openclaw.json\",\n    \"exists\": true,\n    \"raw\": null,\n    \"parsed\": {\n      \"meta\": {\n        \"lastTouchedVersion\": \"2026.4.14\",\n        \"lastTouchedAt\": \"2026-04-16T03:46:32.368Z\"\n      },\n      \"wizard\": {\n        \"lastRunAt\": \"2026-04-16T03:43:53.694Z\",\n        \"lastRunVersion\": \"2026.4.14\",\n        \"lastRunCommand\": \"configure\",\n        \"lastRunMode\": \"local\"\n      },\n      \"auth\": {\n        \"profiles\": {\n          \"anthropic:default\": {\n            \"provider\": \"anthropic\",\n            \"mode\": \"api_key\"\n          }\n        }\n      },\n      \"models\": {\n        \"providers\": {\n          \"amazon-bedrock\": {\n            \"baseUrl\": \"https://bedrock-runtime.us-west-2.amazonaws.com\",\n            \"apiKey\": \"__OPEN…ED__\",\n            \"auth\": \"api-key\",\n            \"api\": \"bedrock-converse-stream\",\n            \"models\": [\n              {\n                \"id\": \"us.anthropic.claude-opus-4-6-v1\",\n                \"name\": \"Claude Opus 4.6 (Bedrock)\",\n                \"api\": \"bedrock-converse-stream\",\n                \"reasoning\": true,\n                \"input\": [\n                  \"text\",\n                  \"image\"\n                ],\n                \"cost\": {\n                  \"input\": 0,\n                  \"output\": 0,\n                  \"cacheRead\": 0,\n                  \"cacheWrite\": 0\n                },\n                \"contextWindow\": 1000000,\n                \"maxTokens\": 128000\n              },\n              {\n                \"id\": \"us.anthropic.claude-sonnet-4-6-v1\",\n                \"name\": \"Claude Sonnet 4.6 (Bedrock)\",\n                \"api\": \"bedrock-converse-stream\",\n                \"reasoning\": true,\n                \"input\": [\n                  \"text\",\n                  \"image\"\n                ],\n                \"cost\": {\n                  \"input\": 0,\n                  \"output\": 0,\n                  \"cacheRead\": 0,\n                  \"cacheWrite\": 0\n                },\n                \"contextWindow\": 1000000,\n                \"maxTokens\": 64000\n              }\n            ]\n          }\n        }\n      },\n      \"agents\": {\n        \"defaults\": {\n          \"models\": {\n            \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\": {}\n          },\n          \"workspace\": \"/Users/brandon/.openclaw/workspace\",\n          \"contextTokens\": 1000000,\n          \"memorySearch\": {\n            \"enabled\": true,\n            \"sources\": [\n              \"memory\",\n              \"sessions\"\n            ],\n            \"extraPaths\": [\n              \"/Users/brandon/Documents/Mind Palace/Utility Bins/AI/Link\"\n            ],\n            \"experimental\": {\n              \"sessionMemory\": true\n            },\n            \"provider\": \"local\",\n            \"fallback\": \"none\",\n            \"local\": {\n              \"modelPath\": \"hf:nomic-ai/nomic-embed-text-v1.5-GGUF/nomic-embed-text-v1.5.Q8_0.gguf\"\n            },\n            \"sync\": {\n              \"watch\": true\n            },\n            \"query\": {\n              \"hybrid\": {\n                \"enabled\": true,\n                \"vectorWeight\": 0.7,\n                \"textWeight\": 0.3\n              }\n            }\n          },\n          \"compaction\": {\n            \"mode\": \"safeguard\",\n            \"memoryFlush\": {\n              \"enabled\": true,\n              \"prompt\": \"Session nearing compaction. Before context is lost:\\n1. Update SESSION-STATE.md with current task state, pending actions, and key context\\n2. Move completed items to memory/YYYY-MM-DD.md\\n3. Ensure nothing critical is only in conversation history\\n\\nWrite files now. Reply with NO_REPLY when done.\",\n              \"systemPrompt\": \"COMPACTION IMMINENT. Execute WAL protocol now.\"\n            }\n          },\n          \"blockStreamingDefault\": \"on\",\n          \"timeoutSeconds\": 900,\n          \"heartbeat\": {\n            \"every\": \"15m\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-sonnet-4-6-v1\",\n            \"target\": \"none\",\n            \"lightContext\": false\n          },\n          \"maxConcurrent\": 8,\n          \"subagents\": {\n            \"maxConcurrent\": 12,\n            \"maxSpawnDepth\": 2\n          },\n          \"model\": {\n            \"primary\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\",\n            \"fallbacks\": [\n              \"anthropic/claude-opus-4-6\",\n              \"amazon-bedrock/us.anthropic.claude-sonnet-4-6-v1\"\n            ]\n          }\n        },\n        \"list\": [\n          {\n            \"id\": \"main\",\n            \"default\": true,\n            \"name\": \"Link\",\n            \"workspace\": \"/Users/brandon/.openclaw/workspace\",\n            \"model\": {\n              \"primary\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\",\n              \"fallbacks\": [\n                \"amazon-bedrock/us.anthropic.claude-sonnet-4-6-v1\"\n              ]\n            },\n            \"subagents\": {\n              \"allowAgents\": [\n                \"main\",\n                \"grocery\",\n                \"ledger\",\n                \"anchor\",\n                \"shepherd\",\n                \"muse\",\n                \"verse\",\n                \"therapist\",\n                \"releasy-pm\",\n                \"releasy-ios\",\n                \"releasy-qa\",\n                \"releasy-marketing\"\n              ]\n            }\n          },\n          {\n            \"id\": \"grocery\",\n            \"name\": \"Pantry\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/grocery/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"ledger\",\n            \"name\": \"Ledger\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/ledger/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"anchor\",\n            \"name\": \"Anchor\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/anchor/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"shepherd\",\n            \"name\": \"Shepherd\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/shepherd/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"muse\",\n            \"name\": \"Muse\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/muse/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"verse\",\n            \"name\": \"Verse\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/verse/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"therapist\",\n            \"name\": \"Ellis\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/therapist/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"releasy-pm\",\n            \"name\": \"Relay\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/releasy-pm/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\",\n            \"subagents\": {\n              \"allowAgents\": [\n                \"releasy-ios\",\n                \"releasy-qa\",\n                \"releasy-marketing\"\n              ]\n            }\n          },\n          {\n            \"id\": \"releasy-ios\",\n            \"name\": \"Swift\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/releasy-ios/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"releasy-qa\",\n            \"name\": \"Check\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/releasy-qa/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          },\n          {\n            \"id\": \"releasy-marketing\",\n            \"name\": \"Promo\",\n            \"workspace\": \"/Users/brandon/.openclaw/agents/releasy-marketing/workspace\",\n            \"model\": \"amazon-bedrock/us.anthropic.claude-opus-4-6-v1\"\n          }\n        ]\n      },\n      \"tools\": {\n        \"exec\": {\n          \"security\": \"full\",\n          \"ask\": \"off\"\n        },\n        \"web\": {\n          \"search\": {}\n        }\n      },\n      \"bindings\": [\n        {\n          \"agentId\": \"therapist\",\n          \"match\": {\n            \"channel\": \"stoat\",\n            \"peer\": {\n              \"kind\": \"channel\",\n              \"id\": \"000000000000000000699419DF\"\n            }\n          }\n        }\n      ],\n      \"messages\": {\n        \"ackReaction\": \"👀\",\n        \"ackReactionScope\": \"all\"\n      },\n      \"commands\": {\n        \"native\": \"auto\",\n        \"nativeSkills\": \"auto\",\n        \"restart\": true,\n        \"ownerDisplay\": \"raw\"\n      },\n      \"hooks\": {\n        \"enabled\": true,\n        \"path\": \"/hooks\",\n        \"token\": \"__OPEN…ED__\",\n        \"allowedAgentIds\": [\n          \"*\"\n        ]\n      },\n      \"channels\": {\n        \"discord\": {\n          \"enabled\": true,\n          \"token\": \"__OPEN…ED__\",\n          \"groupPolicy\": \"allowlist\",\n          \"streaming\": {\n            \"mode\": \"off\"\n          },\n          \"guilds\": {\n            \"1374219798443069460\": {\n              \"channels\": {\n                \"1468156510881321121\": {\n                  \"enabled\": true\n                }\n              }\n            }\n          }\n        },\n        \"signal\": {\n          \"enabled\": true,\n          \"account\": \"+12135792424\",\n          \"cliPath\": \"/opt/homebrew/bin/signal-cli\",\n          \"dmPolicy\": \"allowlist\",\n          \"allowFrom\": [\n            \"+12817509483\"\n          ],\n          \"groupPolicy\": \"allowlist\",\n          \"blockStreaming\": true,\n          \"blockStreamingCoalesce\": {\n            \"minChars\": 80,\n            \"maxChars\": 2000,\n            \"idleMs\": 3000\n          },\n          \"httpUrl\": \"http://127.0.0.1:8080\",\n          \"autoStart\": false\n        },\n        \"stoat\": {\n          \"enabled\": true,\n          \"wsBase\": \"wss://chat.disorganized.net/ws\",\n          \"apiBase\": \"https://chat.disorganized.net/api\",\n          \"autumnBase\": \"https://chat.disorganized.net/autumn\",\n          \"accounts\": {\n            \"link\": {\n              \"enabled\": true,\n              \"token\": \"__OPEN…ED__\",\n              \"name\": \"Link\",\n              \"agentId\": \"main\",\n              \"listenChannels\": [\n                \"000000000000000000699419DE\",\n                \"000000000000000000699419E2\",\n                \"000000000000000000699419E3\",\n                \"000000000000000000699419E4\",\n                \"000000000000000000699419E5\",\n                \"01KHN7D6HG1FGRX80AQVT107FK\"\n              ],\n              \"mentionOnly\": []\n            },\n            \"ellis\": {\n              \"enabled\": true,\n              \"token\": \"__OPEN…ED__\",\n              \"name\": \"Ellis\",\n              \"agentId\": \"therapist\",\n              \"listenChannels\": [\n                \"000000000000000000699419DF\"\n              ]\n            },\n            \"ledger\": {\n              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\"search\",\n          \"includeDefaultMemory\": true,\n          \"sessions\": {\n            \"enabled\": true,\n            \"retentionDays\": 90\n          },\n          \"update\": {\n            \"interval\": \"5m\",\n            \"onBoot\": true\n          }\n        }\n      },\n      \"skills\": {\n        \"entries\": {\n          \"protonmail\": {\n            \"enabled\": true,\n            \"env\": {\n              \"PROTONMAIL_ACCOUNT\": \"bcwilson@bcwilson.com\",\n              \"PROTONMAIL_BRIDGE_PASSWORD\": \"__OPENCLAW_REDACTED__\"\n            }\n          },\n          \"tavily\": {\n            \"enabled\": true,\n            \"apiKey\": \"__OPEN…ED__\"\n          }\n        }\n      },\n      \"plugins\": {\n        \"allow\": [\n          \"stoat\",\n          \"discord\",\n          \"signal\",\n          \"amazon-bedrock\",\n          \"anthropic\",\n          \"brave\",\n          \"memory-core\"\n        ],\n        \"entries\": {\n          \"discord\": {\n  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@openclaw/brave-plugin\"\n      },\n      {\n        \"path\": \"plugins.allow\",\n        \"message\": \"plugin not installed: discord — install the official external plugin with: openclaw plugins install @openclaw/discord\"\n      },\n      {\n        \"path\": \"plugins.allow\",\n        \"message\": \"plugin not installed: brave — install the official external plugin with: openclaw plugins install @openclaw/brave-plugin\"\n      }\n    ],\n    \"legacyIssues\": []\n  }\n}[... 69115 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["ok","result"]},"isError":false,"timestamp":1778311823982}}
{"type":"message","id":"cca9ba4d","parentId":"ca314901","timestamp":"2026-05-09T07:30:39.552Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Now I have a clear picture of Brandon's setup. Let me analyze whether LiteLLM would be beneficial.\n\nCurrent setup:\n- Primary: Amazon Bedrock (us-west-2) with Claude Opus 4.6 and Claude Sonnet 4.6\n- Fallback: Anthropic direct API (claude-opus-4-6)\n- All 12 agents use the same model (Opus 4.6 on Bedrock)\n- Costs set to $0 (likely using Bedrock committed throughput or similar)\n- Single provider (Bedrock) with one fallback (direct Anthropic)\n\n\n- No other providers like OpenAI or Google in the mix","thinkingSignature":"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"},{"type":"text","text":"Here's my assessment after looking at your config:\n\n**Your current setup:**\n- Single provider: Amazon Bedrock (us-west-2)\n- 2 models: Opus 4.6 + Sonnet 4.6\n- Fallback chain: Bedrock Opus → Anthropic direct Opus → Bedrock Sonnet\n- All 12 agents on same model (Opus via Bedrock)\n- Costs at $0 (committed throughput or similar deal)\n\n**Verdict: LiteLLM would NOT be beneficial right now.**\n\nHere's why:\n\n**What LiteLLM solves that you don't need:**\n- Multi-provider routing (you're Anthropic-only)\n- Unified API across OpenAI/Google/Anthropic/etc (not relevant)\n- Complex load balancing across endpoints (you have one region)\n- Per-key rate limiting across teams (single user)\n- Cost tracking dashboard (your costs are $0 on Bedrock committed)\n\n**What it would add (downsides):**\n- Another service to run/maintain on the Mac mini\n- Extra network hop on every request (adds latency)\n- Another failure point between OpenClaw and Bedrock\n- Config complexity for zero functional gain\n\n**When it WOULD make sense:**\n- If you add OpenAI/Google models for specific agents (e.g., GPT for code, Gemini for long-context)\n- If you want automatic provider failover across regions (us-west-2 → us-east-1)\n- If you start paying per-token and want spend limits/alerts\n- If you run multiple OpenClaw instances sharing a pool of API keys\n\n**Bottom line:** Your setup is lean and direct. One provider, one model family, committed throughput. LiteLLM would be overhead with no payoff. Revisit if you diversify providers or need cross-region failover."}],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-opus-4-6-v1","usage":{"input":1,"output":616,"cacheRead":34428,"cacheWrite":24881,"totalTokens":59926,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778311823984}}
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{"type":"message","id":"c3f7bc11","parentId":"366ebaf7","timestamp":"2026-05-09T07:35:43.759Z","message":{"role":"user","content":[{"type":"text","text":"[OpenClaw heartbeat poll]"}],"timestamp":1778312143756}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.\nWhen reading HEARTBEAT.md, use workspace file /Users/brandon/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.\nCurrent time: Saturday, May 9th, 2026 - 1:35 AM (America/Denver) / 2026-05-09 07:35 UTC","display":false,"details":{"source":"openclaw-runtime-context"},"id":"182a6882","parentId":"c3f7bc11","timestamp":"2026-05-09T07:35:43.759Z"}
{"type":"message","id":"eb64c778","parentId":"182a6882","timestamp":"2026-05-09T07:35:44.193Z","message":{"role":"assistant","content":[],"api":"bedrock-converse-stream","provider":"amazon-bedrock","model":"us.anthropic.claude-sonnet-4-6-v1","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1778312143759,"errorMessage":"Validation error: The provided model identifier is invalid."}}