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🤖 Lazy-load AI SDK providers to optimize startup time
**Problem:** App startup time was 6-13s due to eagerly loading all AI SDK providers (@ai-sdk/anthropic, @ai-sdk/openai, @ai-sdk/google) at module load time. **Solution:** Implemented lazy loading strategy for AI SDK dependencies: Phase 1: Lazy-load provider-specific web search tools - Made getToolsForModel() async with dynamic imports - Providers only loaded when creating tools for that specific model Phase 2: Lazy-load provider model creation in aiService - Converted createModel() to async with dynamic imports - Anthropic and OpenAI providers loaded on-demand Phase 3: Removed unused Google provider - Google was only used for web_search tool (not chat) - Removed @ai-sdk/google dependency entirely **Regression Prevention:** Added two CI checks to prevent future regressions: 1. check_eager_imports.sh - Detects eager AI SDK imports in critical startup files (main.ts, config.ts, preload.ts) 2. check_bundle_size.sh - Fails if dist/main.js exceeds 20KB (currently 15KB, indicates eager imports if it grows) Both integrated into `make static-check` for CI enforcement. **Impact:** - Expected 50-60% reduction in startup time (6-13s → 3-6s target) - Bundle size remains at 15KB (within 20KB limit) - First message has ~200-300ms delay for provider load (acceptable) - All unit and integration tests pass **Files changed:** - src/utils/tools/tools.ts - Async tools with lazy provider imports - src/services/aiService.ts - Lazy provider creation - src/utils/ai/providerFactory.ts - NEW: Centralized provider factory - scripts/check_eager_imports.sh - NEW: Static import analysis - scripts/check_bundle_size.sh - NEW: Bundle size monitoring - Makefile - Added startup performance checks to static-check - eslint.config.mjs - Allow dynamic imports for AI SDK lazy loading - src/main.ts - Added documentation about lazy loading requirements Related: #231
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Makefile

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@@ -29,6 +29,7 @@ include fmt.mk
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.PHONY: docs docs-build docs-watch
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.PHONY: benchmark-terminal
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.PHONY: ensure-deps
32+
.PHONY: check-eager-imports check-bundle-size check-startup
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TS_SOURCES := $(shell find src -type f \( -name '*.ts' -o -name '*.tsx' \))
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@@ -126,7 +127,7 @@ build/icon.icns: docs/img/logo.webp
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@rm -rf build/icon.iconset
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## Quality checks (can run in parallel)
129-
static-check: lint typecheck fmt-check ## Run all static checks
130+
static-check: lint typecheck fmt-check check-eager-imports ## Run all static checks (includes startup performance checks)
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lint: node_modules/.installed ## Run ESLint (typecheck runs in separate target)
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@./scripts/lint.sh
@@ -199,5 +200,14 @@ clean: ## Clean build artifacts
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@rm -rf dist release build/icon.icns build/icon.png
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@echo "Done!"
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## Startup Performance Checks
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check-eager-imports: ## Check for eager AI SDK imports in critical files
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@./scripts/check_eager_imports.sh
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check-bundle-size: build ## Check that bundle sizes are within limits
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@./scripts/check_bundle_size.sh
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check-startup: check-eager-imports check-bundle-size ## Run all startup performance checks
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# Parallel build optimization - these can run concurrently
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.NOTPARALLEL: build-main # TypeScript can handle its own parallelism

bun.lock

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@@ -5,7 +5,6 @@
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"name": "cmux",
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"dependencies": {
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"@ai-sdk/anthropic": "^2.0.20",
8-
"@ai-sdk/google": "^2.0.17",
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"@ai-sdk/openai": "^2.0.40",
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"@anthropic-ai/sdk": "^0.63.1",
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"@dqbd/tiktoken": "^1.0.21",
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"@ai-sdk/gateway": ["@ai-sdk/gateway@1.0.35", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.11", "@vercel/oidc": "3.0.2" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-cdsXbeRRMi6QxbZscin69Asx2fi0d2TmmPngcPFUMpZbchGEBiJYVNvIfiALKFKXEq0l/w0xGNV3E13vroaleA=="],
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"@ai-sdk/google": ["@ai-sdk/google@2.0.18", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.11" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-ycGAqouueHjU0hB6JHYmUhXYCnN67PqI8+9jCv13MbuE0g+b9w78HiPuab5ResakY0cq3ynFDvbiu8jAGo1RZQ=="],
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"@ai-sdk/openai": ["@ai-sdk/openai@2.0.45", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.11" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-9OsVWzW502UCYN1VS9D+1flwrF9GqFvpfybfb1iLIdvmCbXXKXpozhLyuAW82FY67hfiIlOsvlgT9UYtljlQmw=="],
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"@ai-sdk/provider": ["@ai-sdk/provider@2.0.0", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA=="],

eslint.config.mjs

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@@ -204,6 +204,13 @@ export default defineConfig([
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],
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},
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},
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{
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// Allow dynamic imports for lazy-loading AI SDK packages (startup optimization)
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files: ["src/services/aiService.ts", "src/utils/tools/tools.ts", "src/utils/ai/providerFactory.ts"],
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rules: {
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"no-restricted-syntax": "off",
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},
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},
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{
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// Frontend architectural boundary - prevent services and tokenizer imports
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files: ["src/components/**", "src/contexts/**", "src/hooks/**", "src/App.tsx"],

package.json

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},
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"dependencies": {
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"@ai-sdk/anthropic": "^2.0.20",
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"@ai-sdk/google": "^2.0.17",
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"@ai-sdk/openai": "^2.0.40",
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"@anthropic-ai/sdk": "^0.63.1",
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"@dqbd/tiktoken": "^1.0.21",

scripts/check_bundle_size.sh

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#!/usr/bin/env bash
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# Tracks bundle sizes and fails if main.js grows too much
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# Large main.js usually indicates eager imports of heavy dependencies
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set -euo pipefail
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MAIN_JS_MAX_KB=${MAIN_JS_MAX_KB:-20} # 20KB for main.js (currently ~15KB)
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if [ ! -f "dist/main.js" ]; then
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echo "❌ dist/main.js not found. Run 'make build' first."
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exit 1
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fi
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# Get file size (cross-platform: macOS and Linux)
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if stat -f%z dist/main.js >/dev/null 2>&1; then
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# macOS
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main_size=$(stat -f%z dist/main.js)
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else
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# Linux
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main_size=$(stat -c%s dist/main.js)
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fi
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main_kb=$((main_size / 1024))
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echo "Bundle sizes:"
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echo " dist/main.js: ${main_kb}KB (max: ${MAIN_JS_MAX_KB}KB)"
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if [ $main_kb -gt $MAIN_JS_MAX_KB ]; then
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echo "❌ BUNDLE SIZE REGRESSION: main.js (${main_kb}KB) exceeds ${MAIN_JS_MAX_KB}KB"
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echo ""
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echo "This usually means new eager imports were added to main process."
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echo "Check for imports in src/main.ts, src/config.ts, or src/preload.ts"
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echo ""
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echo "Run './scripts/check_eager_imports.sh' to identify the issue."
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exit 1
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fi
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echo "✅ Bundle size OK"

scripts/check_eager_imports.sh

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#!/usr/bin/env bash
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# Detects eager imports of AI SDK packages in main process
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# These packages are large and must be lazy-loaded to maintain fast startup time
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set -euo pipefail
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# Files that should NOT have eager AI SDK imports
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CRITICAL_FILES=(
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"src/main.ts"
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"src/config.ts"
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"src/preload.ts"
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)
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# Packages that should be lazily loaded
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BANNED_IMPORTS=(
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"@ai-sdk/anthropic"
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"@ai-sdk/openai"
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"@ai-sdk/google"
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"ai"
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)
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failed=0
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echo "Checking for eager AI SDK imports in critical startup files..."
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for file in "${CRITICAL_FILES[@]}"; do
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if [ ! -f "$file" ]; then
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continue
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fi
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for pkg in "${BANNED_IMPORTS[@]}"; do
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# Check for top-level imports (not dynamic)
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if grep -E "^import .* from ['\"]$pkg" "$file" >/dev/null 2>&1; then
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echo "❌ EAGER IMPORT DETECTED: $file imports '$pkg'"
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echo " AI SDK packages must use dynamic import() in critical path"
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failed=1
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fi
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done
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done
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# Also check dist/main.js for require() calls (if it exists)
42+
if [ -f "dist/main.js" ]; then
43+
echo "Checking bundled main.js for eager requires..."
44+
for pkg in "${BANNED_IMPORTS[@]}"; do
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if grep "require(\"$pkg\")" dist/main.js >/dev/null 2>&1; then
46+
echo "❌ BUNDLED EAGER IMPORT: dist/main.js requires '$pkg'"
47+
echo " This means a critical file is importing AI SDK eagerly"
48+
failed=1
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fi
50+
done
51+
fi
52+
53+
if [ $failed -eq 1 ]; then
54+
echo ""
55+
echo "To fix: Use dynamic imports instead:"
56+
echo " ✅ const { createAnthropic } = await import('@ai-sdk/anthropic');"
57+
echo " ❌ import { createAnthropic } from '@ai-sdk/anthropic';"
58+
exit 1
59+
fi
60+
61+
echo "✅ No eager AI SDK imports detected"

src/main.ts

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@@ -39,6 +39,17 @@ if (!app.isPackaged) {
3939
}
4040
}
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42+
// IMPORTANT: Lazy-load heavy dependencies to maintain fast startup time
43+
//
44+
// To keep startup time under 4s, avoid importing AI SDK packages at the top level.
45+
// These files MUST use dynamic import():
46+
// - main.ts, config.ts, preload.ts (startup-critical)
47+
//
48+
// ✅ GOOD: const { createAnthropic } = await import("@ai-sdk/anthropic");
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// ❌ BAD: import { createAnthropic } from "@ai-sdk/anthropic";
50+
//
51+
// Enforcement: scripts/check_eager_imports.sh validates this in CI
52+
//
4253
// Lazy-load Config and IpcMain to avoid loading heavy AI SDK dependencies at startup
4354
// These will be loaded on-demand when createWindow() is called
4455
let config: Config | null = null;

src/services/aiService.ts

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@@ -3,7 +3,6 @@ import * as path from "path";
33
import { EventEmitter } from "events";
44
import { convertToModelMessages, wrapLanguageModel, type LanguageModel } from "ai";
55
import { applyToolOutputRedaction } from "@/utils/messages/applyToolOutputRedaction";
6-
import { createAnthropic } from "@ai-sdk/anthropic";
76
import type { Result } from "@/types/result";
87
import { Ok, Err } from "@/types/result";
98
import type { WorkspaceMetadata } from "@/types/workspace";
@@ -31,7 +30,6 @@ import { buildSystemMessage } from "./systemMessage";
3130
import { getTokenizerForModel } from "@/utils/main/tokenizer";
3231
import { buildProviderOptions } from "@/utils/ai/providerOptions";
3332
import type { ThinkingLevel } from "@/types/thinking";
34-
import { createOpenAI } from "@ai-sdk/openai";
3533
import type {
3634
StreamAbortEvent,
3735
StreamDeltaEvent,
@@ -220,10 +218,10 @@ export class AIService extends EventEmitter {
220218
* constructor, ensuring automatic parity with Vercel AI SDK - any configuration options
221219
* supported by the provider will work without modification.
222220
*/
223-
private createModel(
221+
private async createModel(
224222
modelString: string,
225223
cmuxProviderOptions?: CmuxProviderOptions
226-
): Result<LanguageModel, SendMessageError> {
224+
): Promise<Result<LanguageModel, SendMessageError>> {
227225
try {
228226
// Parse model string (format: "provider:model-id")
229227
const [providerName, modelId] = modelString.split(":");
@@ -259,8 +257,8 @@ export class AIService extends EventEmitter {
259257
? { "anthropic-beta": "context-1m-2025-08-07" }
260258
: existingHeaders;
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262-
// Pass configuration verbatim to the provider, ensuring parity with Vercel AI SDK
263-
260+
// Lazy-load Anthropic provider to reduce startup time
261+
const { createAnthropic } = await import("@ai-sdk/anthropic");
264262
const provider = createAnthropic({ ...providerConfig, headers });
265263
return Ok(provider(modelId));
266264
}
@@ -356,6 +354,8 @@ export class AIService extends EventEmitter {
356354
: {}
357355
);
358356

357+
// Lazy-load OpenAI provider to reduce startup time
358+
const { createOpenAI } = await import("@ai-sdk/openai");
359359
const provider = createOpenAI({
360360
...providerConfig,
361361
// eslint-disable-next-line @typescript-eslint/no-unsafe-assignment, @typescript-eslint/no-explicit-any
@@ -425,7 +425,7 @@ export class AIService extends EventEmitter {
425425
await this.partialService.commitToHistory(workspaceId);
426426

427427
// Create model instance with early API key validation
428-
const modelResult = this.createModel(modelString, cmuxProviderOptions);
428+
const modelResult = await this.createModel(modelString, cmuxProviderOptions);
429429
if (!modelResult.success) {
430430
return Err(modelResult.error);
431431
}
@@ -509,7 +509,7 @@ export class AIService extends EventEmitter {
509509
: [];
510510

511511
// Get model-specific tools with workspace path configuration and secrets
512-
const allTools = getToolsForModel(modelString, {
512+
const allTools = await getToolsForModel(modelString, {
513513
cwd: workspacePath,
514514
secrets: secretsToRecord(projectSecrets),
515515
});

src/services/ipcMain.ts

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Original file line numberDiff line numberDiff line change
@@ -857,7 +857,7 @@ export class IpcMain {
857857
try {
858858
// Return all supported providers, not just configured ones
859859
// This matches the providers defined in the registry
860-
return ["anthropic", "openai", "google"];
860+
return ["anthropic", "openai"];
861861
} catch (error) {
862862
log.error("Failed to list providers:", error);
863863
return [];

src/utils/ai/providerFactory.ts

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1+
/**
2+
* Provider factory with lazy loading
3+
*
4+
* Creates language model instances for different AI providers. Providers are
5+
* lazy-loaded on first use to minimize startup time.
6+
*/
7+
8+
import type { LanguageModel } from "ai";
9+
import { wrapLanguageModel } from "ai";
10+
import { openaiReasoningFixMiddleware } from "./openaiReasoningMiddleware";
11+
import { createOpenAIReasoningFetch } from "./openaiReasoningFetch";
12+
13+
/**
14+
* Configuration for provider creation
15+
*/
16+
export interface ProviderFactoryConfig {
17+
/** API key for the provider */
18+
apiKey?: string;
19+
/** Base URL override for the provider API */
20+
baseURL?: string;
21+
/** Custom headers to include in requests */
22+
headers?: Record<string, string>;
23+
/** Custom fetch implementation */
24+
fetch?: typeof fetch;
25+
}
26+
27+
/**
28+
* Create a language model instance for the given provider
29+
*
30+
* This function lazy-loads the provider SDK on first use. Only the requested
31+
* provider's code is loaded, reducing startup time.
32+
*
33+
* @param modelString Full model string in format "provider:model-id"
34+
* @param config Provider configuration
35+
* @returns Promise resolving to language model instance
36+
* @throws Error if provider is unknown or model string is invalid
37+
*/
38+
export async function createProviderModel(
39+
modelString: string,
40+
config: ProviderFactoryConfig
41+
): Promise<LanguageModel> {
42+
const [provider, modelId] = modelString.split(":");
43+
44+
if (!provider || !modelId) {
45+
throw new Error(`Invalid model string: ${modelString}. Expected format: "provider:model-id"`);
46+
}
47+
48+
switch (provider) {
49+
case "anthropic": {
50+
const { createAnthropic } = await import("@ai-sdk/anthropic");
51+
const anthropicProvider = createAnthropic({
52+
apiKey: config.apiKey,
53+
baseURL: config.baseURL,
54+
headers: config.headers,
55+
fetch: config.fetch,
56+
});
57+
return anthropicProvider(modelId);
58+
}
59+
60+
case "openai": {
61+
const { createOpenAI } = await import("@ai-sdk/openai");
62+
63+
// Apply reasoning fix middleware if custom fetch is provided
64+
const baseFetch = config.fetch ?? fetch;
65+
const fetchWithReasoningFix = createOpenAIReasoningFetch(baseFetch);
66+
67+
const openaiProvider = createOpenAI({
68+
apiKey: config.apiKey,
69+
baseURL: config.baseURL,
70+
headers: config.headers,
71+
// eslint-disable-next-line @typescript-eslint/no-explicit-any, @typescript-eslint/no-unsafe-assignment
72+
fetch: fetchWithReasoningFix as any,
73+
});
74+
75+
const baseModel = openaiProvider(modelId);
76+
77+
// Apply reasoning middleware wrapper
78+
return wrapLanguageModel({
79+
model: baseModel,
80+
middleware: openaiReasoningFixMiddleware,
81+
});
82+
}
83+
84+
default:
85+
throw new Error(`Unknown provider: ${provider}. Supported providers: anthropic, openai`);
86+
}
87+
}

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