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docs: LLM routing on a Claude subscription (ir_10) + fix oa→aix drift#71

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thorwhalen merged 1 commit into
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docs/llm-subscription-routing
Jun 30, 2026
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docs: LLM routing on a Claude subscription (ir_10) + fix oa→aix drift#71
thorwhalen merged 1 commit into
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docs/llm-subscription-routing

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Adds misc/docs/ir_10 documenting that ir's LLM is offline-by-default and injectable at every seam, so agentic search can run on a Claude subscription (MCP sampling for connectors — gated on client support; the Agent SDK/coact for Claude Code — exists today) with zero ir changes. Also corrects the README: ir's [llm] extra is aix, not oa.

Notes doc: ir's LLM is offline-by-default and injectable at every seam
(make_llm_formulator rewriter=, make_llm_selector chooser=, with_synopsis
synthesize=, eval_gen generators), so a subscription-routed backend is just an
injected callable — ir needs zero changes. Covers the three targets (connector→
Claude.ai via MCP sampling [gated on client support], Claude Code→host via the
Agent SDK/coact [exists today], Desktop→sampling) + a verdict table.

Also fixes README drift: the [llm] extra is `aix` (LiteLLM facade), not `oa`.

Claude-Session: https://claude.ai/code/session_0154TnwYASjN1u1Hw97JQ2vd
@thorwhalen thorwhalen merged commit 2a3b5a3 into master Jun 30, 2026
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@thorwhalen thorwhalen deleted the docs/llm-subscription-routing branch June 30, 2026 13:00
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