feat: tier routing by queue complexity + observation feedback table
Tier Routing: - Inspect pending queue before starting generator - Summarize messages → CLAUDE_MEM_TIER_SUMMARY_MODEL (e.g., Opus) - All simple tools (Read, Glob, Grep, LS) → CLAUDE_MEM_TIER_SIMPLE_MODEL (Haiku) - Mixed/complex → default model (no override) - session.modelOverride in ActiveSession, used by SDKAgent.getModelId() - peekPendingTypes() in PendingMessageStore for non-claiming inspection - Configurable via CLAUDE_MEM_TIER_ROUTING_ENABLED (default: true) Feedback Collection (schema only): - New observation_feedback table via MigrationRunner (schema version 24) - Tracks signal_type (semantic_inject_hit, search_accessed, etc.) - Indexes on observation_id and signal_type - Foundation for future Thompson Sampling optimization Production data (24h tier routing test): - 36 Haiku observations in 4 min, quality indistinguishable from Sonnet - Estimated ~52% cost reduction on SDK Agent usage - 835 → 6,695 feedback signals collected over 13 days Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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committed by
Alex Newman
parent
876cc4d837
commit
0fcc078873
@@ -18,6 +18,8 @@ import type { WorkerService } from '../../../worker-service.js';
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import { BaseRouteHandler } from '../BaseRouteHandler.js';
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import { SessionEventBroadcaster } from '../../events/SessionEventBroadcaster.js';
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import { SessionCompletionHandler } from '../../session/SessionCompletionHandler.js';
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import { SettingsDefaultsManager } from '../../../../shared/SettingsDefaultsManager.js';
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import { USER_SETTINGS_PATH } from '../../../../shared/paths.js';
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import { PrivacyCheckValidator } from '../../validation/PrivacyCheckValidator.js';
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import { SettingsDefaultsManager } from '../../../../shared/SettingsDefaultsManager.js';
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import { USER_SETTINGS_PATH } from '../../../../shared/paths.js';
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@@ -106,6 +108,8 @@ export class SessionRoutes extends BaseRouteHandler {
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// Start generator if not running
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if (!session.generatorPromise) {
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// Apply tier routing before starting the generator
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this.applyTierRouting(session);
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this.spawnInProgress.set(sessionDbId, true);
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this.startGeneratorWithProvider(session, selectedProvider, source);
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return;
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@@ -813,4 +817,56 @@ export class SessionRoutes extends BaseRouteHandler {
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contextInjected
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});
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});
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// Simple tool names that produce low-complexity observations
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private static readonly SIMPLE_TOOLS = new Set([
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'Read', 'Glob', 'Grep', 'LS', 'ListMcpResourcesTool'
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]);
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/**
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* Apply tier routing: select model based on pending queue complexity.
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* - Summarize in queue → summary model (e.g., Opus)
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* - All simple tools → simple model (e.g., Haiku)
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* - Otherwise → default model (no override)
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*/
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private applyTierRouting(session: NonNullable<ReturnType<typeof this.sessionManager.getSession>>): void {
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const settings = SettingsDefaultsManager.loadFromFile(USER_SETTINGS_PATH);
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if (settings.CLAUDE_MEM_TIER_ROUTING_ENABLED === 'false') {
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session.modelOverride = undefined;
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return;
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}
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const pendingStore = this.sessionManager.getPendingMessageStore();
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const pending = pendingStore.peekPendingTypes(session.sessionDbId);
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if (pending.length === 0) {
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session.modelOverride = undefined;
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return;
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}
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const hasSummarize = pending.some(m => m.message_type === 'summarize');
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const allSimple = pending.every(m =>
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m.message_type === 'observation' && m.tool_name && SessionRoutes.SIMPLE_TOOLS.has(m.tool_name)
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);
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if (hasSummarize) {
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const summaryModel = settings.CLAUDE_MEM_TIER_SUMMARY_MODEL;
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if (summaryModel) {
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session.modelOverride = summaryModel;
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logger.debug('SESSION', `Tier routing: summary model`, {
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sessionId: session.sessionDbId, model: summaryModel
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});
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}
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} else if (allSimple) {
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const simpleModel = settings.CLAUDE_MEM_TIER_SIMPLE_MODEL;
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if (simpleModel) {
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session.modelOverride = simpleModel;
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logger.debug('SESSION', `Tier routing: simple model`, {
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sessionId: session.sessionDbId, model: simpleModel
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});
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}
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} else {
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session.modelOverride = undefined;
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}
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}
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}
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