diff --git a/src/entities/Font/model/store/appliedFontsStore/appliedFontsStore.svelte.ts b/src/entities/Font/model/store/appliedFontsStore/appliedFontsStore.svelte.ts
index 6a6c61a..2032a52 100644
--- a/src/entities/Font/model/store/appliedFontsStore/appliedFontsStore.svelte.ts
+++ b/src/entities/Font/model/store/appliedFontsStore/appliedFontsStore.svelte.ts
@@ -1,67 +1,109 @@
 import { SvelteMap } from 'svelte/reactivity';
 
+/** Loading state of a font. Failed loads may be retried up to MAX_RETRIES. */
 export type FontStatus = 'loading' | 'loaded' | 'error';
 
+/** Configuration for a font load request. */
 export interface FontConfigRequest {
     /**
-     * Font id
+     * Unique identifier for the font (e.g., "lato", "roboto").
      */
     id: string;
     /**
-     * Real font name (e.g. "Lato")
+     * Actual font family name recognized by the browser (e.g., "Lato", "Roboto").
      */
     name: string;
     /**
-     * The .ttf URL
+     * URL pointing to the font file (typically .ttf or .woff2).
      */
     url: string;
     /**
-     * Font weight
+     * Numeric weight (100-900). Variable fonts load once per ID regardless of weight.
      */
     weight: number;
     /**
-     * Flag of the variable weight
+     * Variable fonts load once per ID; static fonts load per weight.
      */
     isVariable?: boolean;
 }
 
 /**
- * Manager that handles loading of fonts.
- * Logic:
- * - Variable fonts: Loaded once per id (covers all weights).
- * - Static fonts: Loaded per id + weight combination.
+ * Manages web font loading with caching, adaptive concurrency, and automatic cleanup.
+ *
+ * **Two-Phase Loading Strategy:**
+ * 1. *Concurrent Fetching*: Font files fetched in parallel (network I/O is non-blocking)
+ * 2. *Sequential Parsing*: Buffers parsed into FontFace objects one at a time with periodic yields
+ *
+ * **Yielding Strategy:**
+ * - Chromium: Yields only when user input is pending (via `scheduler.yield()` + `isInputPending()`)
+ * - Others: Time-based fallback, yields every 8ms
+ *
+ * **Network Adaptation:**
+ * - 2G: 1 concurrent request, 3G: 2, 4G+: 4 (via Network Information API)
+ * - Respects `saveData` mode to defer non-critical weights
+ *
+ * **Cache Integration:** Cache API with best-effort fallback (handles private browsing, quota limits)
+ *
+ * **Cleanup:** LRU-style eviction after 5 minutes of inactivity; cleanup runs every 60 seconds
+ *
+ * **Font Identity:** Variable fonts use `{id}@vf`, static fonts use `{id}@{weight}`
+ *
+ * **Browser APIs Used:** `scheduler.yield()`, `isInputPending()`, `requestIdleCallback`, Cache API, Network Information API
  */
 export class AppliedFontsManager {
-    // Stores the actual FontFace objects for cleanup
+    // Loaded FontFace instances registered with document.fonts. Key: `{id}@{weight}` or `{id}@vf`
     #loadedFonts = new Map<string, FontFace>();
-    // Optimization: Map<batchId, Set<fontKeys>> to avoid O(N^2) scans
-    #batchToKeys = new Map<string, Set<string>>();
-    // Optimization: Map<fontKey, batchId> for reverse lookup
-    #keyToBatch = new Map<string, string>();
 
+    // Last-used timestamps for LRU cleanup. Key: `{id}@{weight}` or `{id}@vf`, Value: unix timestamp (ms)
     #usageTracker = new Map<string, number>();
+
+    // Fonts queued for loading by `touch()`, processed by `#processQueue()`
     #queue = new Map<string, FontConfigRequest>();
+
+    // Handle for scheduled queue processing (requestIdleCallback or setTimeout)
     #timeoutId: ReturnType<typeof setTimeout> | null = null;
 
-    readonly #PURGE_INTERVAL = 60000;
-    readonly #TTL = 5 * 60 * 1000;
-    readonly #CHUNK_SIZE = 5;
+    // Interval handle for periodic cleanup (runs every PURGE_INTERVAL)
+    #intervalId: ReturnType<typeof setInterval> | null = null;
 
+    // AbortController for canceling in-flight fetches on destroy
+    #abortController = new AbortController();
+
+    // Tracks which callback type is pending ('idle' | 'timeout' | null) for proper cancellation
+    #pendingType: 'idle' | 'timeout' | null = null;
+
+    // Retry counts for failed loads; fonts exceeding MAX_RETRIES are permanently skipped
+    #retryCounts = new Map<string, number>();
+
+    readonly #MAX_RETRIES = 3;
+    readonly #PURGE_INTERVAL = 60000; // 60 seconds
+    readonly #TTL = 5 * 60 * 1000; // 5 minutes
+    readonly #CACHE_NAME = 'font-cache-v1'; // Versioned for future invalidation
+
+    // Reactive status map for Svelte components to track font states
     statuses = new SvelteMap<string, FontStatus>();
 
+    // Starts periodic cleanup timer (browser-only).
     constructor() {
         if (typeof window !== 'undefined') {
-            // Using a weak reference style approach isn't possible for DOM,
-            // so we stick to the interval but make it highly efficient.
-            setInterval(() => this.#purgeUnused(), this.#PURGE_INTERVAL);
+            this.#intervalId = setInterval(() => this.#purgeUnused(), this.#PURGE_INTERVAL);
         }
     }
 
+    // Generates font key: `{id}@vf` for variable, `{id}@{weight}` for static.
     #getFontKey(id: string, weight: number, isVariable: boolean): string {
         return isVariable ? `${id.toLowerCase()}@vf` : `${id.toLowerCase()}@${weight}`;
     }
 
+    /**
+     * Requests fonts to be loaded. Updates usage tracking and queues new fonts.
+     *
+     * Retry behavior: 'loaded' and 'loading' fonts are skipped; 'error' fonts retry if count < MAX_RETRIES.
+     * Scheduling: Prefers requestIdleCallback (150ms timeout), falls back to setTimeout(16ms).
+     */
     touch(configs: FontConfigRequest[]) {
+        if (this.#abortController.signal.aborted) return;
+
         const now = Date.now();
         let hasNewItems = false;
 
@@ -69,105 +111,244 @@ export class AppliedFontsManager {
             const key = this.#getFontKey(config.id, config.weight, !!config.isVariable);
             this.#usageTracker.set(key, now);
 
-            if (this.statuses.get(key) === 'loaded' || this.statuses.get(key) === 'loading' || this.#queue.has(key)) {
-                continue;
-            }
+            const status = this.statuses.get(key);
+            if (status === 'loaded' || status === 'loading' || this.#queue.has(key)) continue;
+            if (status === 'error' && (this.#retryCounts.get(key) ?? 0) >= this.#MAX_RETRIES) continue;
 
             this.#queue.set(key, config);
             hasNewItems = true;
         }
 
-        // IMPROVEMENT: Only trigger timer if not already pending
         if (hasNewItems && !this.#timeoutId) {
-            this.#timeoutId = setTimeout(() => this.#processQueue(), 16); // ~1 frame delay
+            if (typeof requestIdleCallback !== 'undefined') {
+                this.#timeoutId = requestIdleCallback(
+                    () => this.#processQueue(),
+                    { timeout: 150 },
+                ) as unknown as ReturnType<typeof setTimeout>;
+                this.#pendingType = 'idle';
+            } else {
+                this.#timeoutId = setTimeout(() => this.#processQueue(), 16);
+                this.#pendingType = 'timeout';
+            }
         }
     }
 
-    #processQueue() {
-        this.#timeoutId = null;
-        const entries = Array.from(this.#queue.entries());
-        if (entries.length === 0) return;
+    /** Yields to main thread during CPU-intensive parsing. Uses scheduler.yield() (Chrome/Edge) or MessageChannel fallback. */
+    async #yieldToMain(): Promise<void> {
+        // @ts-expect-error - scheduler not in TypeScript lib yet
+        if (typeof scheduler !== 'undefined' && 'yield' in scheduler) {
+            // @ts-expect-error - scheduler.yield not in TypeScript lib yet
+            await scheduler.yield();
+        } else {
+            await new Promise<void>(resolve => {
+                const ch = new MessageChannel();
+                ch.port1.onmessage = () => resolve();
+                ch.port2.postMessage(null);
+            });
+        }
+    }
 
+    /** Returns optimal concurrent fetches based on Network Information API: 1 for 2G, 2 for 3G, 4 for 4G/default. */
+    #getEffectiveConcurrency(): number {
+        const nav = navigator as any;
+        const conn = nav.connection;
+        if (!conn) return 4;
+
+        switch (conn.effectiveType) {
+            case 'slow-2g':
+            case '2g':
+                return 1;
+            case '3g':
+                return 2;
+            default:
+                return 4;
+        }
+    }
+
+    /** Returns true if data-saver mode is enabled (defers non-critical weights). */
+    #shouldDeferNonCritical(): boolean {
+        const nav = navigator as any;
+        return nav.connection?.saveData === true;
+    }
+
+    /**
+     * Processes queued fonts in two phases:
+     * 1. Concurrent fetching (network I/O, non-blocking)
+     * 2. Sequential parsing with periodic yields (CPU-intensive, can block UI)
+     *
+     * Yielding: Chromium uses `isInputPending()` for optimal responsiveness; others yield every 8ms.
+     */
+    async #processQueue() {
+        this.#timeoutId = null;
+        this.#pendingType = null;
+
+        let entries = Array.from(this.#queue.entries());
+        if (!entries.length) return;
         this.#queue.clear();
 
-        // Process in chunks to keep the UI responsive
-        for (let i = 0; i < entries.length; i += this.#CHUNK_SIZE) {
-            this.#applyBatch(entries.slice(i, i + this.#CHUNK_SIZE));
+        if (this.#shouldDeferNonCritical()) {
+            entries = entries.filter(([, c]) => c.isVariable || [400, 700].includes(c.weight));
         }
-    }
 
-    async #applyBatch(batchEntries: [string, FontConfigRequest][]) {
-        if (typeof document === 'undefined') return;
+        // Phase 1: Concurrent fetching (I/O bound, non-blocking)
+        const concurrency = this.#getEffectiveConcurrency();
+        const buffers = new Map<string, ArrayBuffer>();
 
-        const batchId = crypto.randomUUID();
-        const keysInBatch = new Set<string>();
+        for (let i = 0; i < entries.length; i += concurrency) {
+            const chunk = entries.slice(i, i + concurrency);
+            const results = await Promise.allSettled(
+                chunk.map(async ([key, config]) => {
+                    this.statuses.set(key, 'loading');
+                    const buffer = await this.#fetchFontBuffer(
+                        config.url,
+                        this.#abortController.signal,
+                    );
+                    buffers.set(key, buffer);
+                }),
+            );
 
-        const loadPromises = batchEntries.map(([key, config]) => {
-            this.statuses.set(key, 'loading');
-            this.#keyToBatch.set(key, batchId);
-            keysInBatch.add(key);
-
-            // Use a unique internal family name to prevent collisions
-            // while keeping the "real" name for the browser to resolve weight/style.
-            const internalName = `f_${config.id}`;
-            const weightRange = config.isVariable ? '100 900' : `${config.weight}`;
-
-            const font = new FontFace(config.name, `url(${config.url}) format('woff2')`, {
-                weight: weightRange,
-                style: 'normal',
-                display: 'swap',
-            });
-
-            this.#loadedFonts.set(key, font);
-
-            return font.load()
-                .then(loadedFace => {
-                    document.fonts.add(loadedFace);
-                    this.statuses.set(key, 'loaded');
-                })
-                .catch(e => {
-                    console.error(`Font load failed: ${config.name}`, e);
+            for (let j = 0; j < results.length; j++) {
+                if (results[j].status === 'rejected') {
+                    const [key, config] = chunk[j];
+                    console.error(`Font fetch failed: ${config.name}`, (results[j] as PromiseRejectedResult).reason);
                     this.statuses.set(key, 'error');
-                });
-        });
-
-        this.#batchToKeys.set(batchId, keysInBatch);
-        await Promise.allSettled(loadPromises);
-    }
-
-    #purgeUnused() {
-        const now = Date.now();
-
-        // We iterate over batches, not individual fonts, to reduce loops
-        for (const [batchId, keys] of this.#batchToKeys.entries()) {
-            let canPurgeBatch = true;
-
-            for (const key of keys) {
-                const lastUsed = this.#usageTracker.get(key) || 0;
-                if (now - lastUsed < this.#TTL) {
-                    canPurgeBatch = false;
-                    break;
+                    this.#retryCounts.set(key, (this.#retryCounts.get(key) ?? 0) + 1);
                 }
             }
+        }
 
-            if (canPurgeBatch) {
-                keys.forEach(key => {
-                    const font = this.#loadedFonts.get(key);
-                    if (font) document.fonts.delete(font);
+        // Phase 2: Sequential parsing (CPU-intensive, yields periodically)
+        const hasInputPending = !!(navigator as any).scheduling?.isInputPending;
+        let lastYield = performance.now();
+        const YIELD_INTERVAL = 8; // ms
 
-                    this.#loadedFonts.delete(key);
-                    this.#keyToBatch.delete(key);
-                    this.#usageTracker.delete(key);
-                    this.statuses.delete(key);
+        for (const [key, config] of entries) {
+            const buffer = buffers.get(key);
+            if (!buffer) continue;
+
+            try {
+                const weightRange = config.isVariable ? '100 900' : `${config.weight}`;
+                const font = new FontFace(config.name, buffer, {
+                    weight: weightRange,
+                    style: 'normal',
+                    display: 'swap',
                 });
-                this.#batchToKeys.delete(batchId);
+                await font.load();
+                document.fonts.add(font);
+                this.#loadedFonts.set(key, font);
+                this.statuses.set(key, 'loaded');
+            } catch (e) {
+                if (e instanceof Error && e.name === 'AbortError') continue;
+                console.error(`Font parse failed: ${config.name}`, e);
+                this.statuses.set(key, 'error');
+                this.#retryCounts.set(key, (this.#retryCounts.get(key) ?? 0) + 1);
+            }
+
+            const shouldYield = hasInputPending
+                ? (navigator as any).scheduling.isInputPending({ includeContinuous: true })
+                : (performance.now() - lastYield > YIELD_INTERVAL);
+
+            if (shouldYield) {
+                await this.#yieldToMain();
+                lastYield = performance.now();
             }
         }
     }
 
+    /**
+     * Fetches font with cache-aside pattern: checks Cache API first, falls back to network.
+     * Cache failures (private browsing, quota limits) are silently ignored.
+     */
+    async #fetchFontBuffer(url: string, signal?: AbortSignal): Promise<ArrayBuffer> {
+        try {
+            if (typeof caches !== 'undefined') {
+                const cache = await caches.open(this.#CACHE_NAME);
+                const cached = await cache.match(url);
+                if (cached) return cached.arrayBuffer();
+            }
+        } catch {
+            // Cache unavailable (private browsing, security restrictions) — fall through to network
+        }
+
+        const response = await fetch(url, { signal });
+        if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+        try {
+            if (typeof caches !== 'undefined') {
+                const cache = await caches.open(this.#CACHE_NAME);
+                await cache.put(url, response.clone());
+            }
+        } catch {
+            // Cache write failed (quota, storage pressure) — return font anyway
+        }
+
+        return response.arrayBuffer();
+    }
+
+    /** Removes fonts unused within TTL (LRU-style cleanup). Runs every PURGE_INTERVAL. */
+    #purgeUnused() {
+        const now = Date.now();
+        for (const [key, lastUsed] of this.#usageTracker) {
+            if (now - lastUsed < this.#TTL) continue;
+
+            const font = this.#loadedFonts.get(key);
+            if (font) document.fonts.delete(font);
+
+            this.#loadedFonts.delete(key);
+            this.#usageTracker.delete(key);
+            this.statuses.delete(key);
+            this.#retryCounts.delete(key);
+        }
+    }
+
+    /** Returns current loading status for a font, or undefined if never requested. */
     getFontStatus(id: string, weight: number, isVariable = false) {
         return this.statuses.get(this.#getFontKey(id, weight, isVariable));
     }
+
+    /** Waits for all fonts to finish loading using document.fonts.ready. */
+    async ready(): Promise<void> {
+        if (typeof document === 'undefined') return;
+        try {
+            await document.fonts.ready;
+        } catch {
+            // document.fonts.ready can reject in some edge cases
+            // (e.g., document unloaded). Silently resolve.
+        }
+    }
+
+    /** Aborts all operations, removes fonts from document, and clears state. Manager cannot be reused after. */
+    destroy() {
+        this.#abortController.abort();
+
+        if (this.#timeoutId !== null) {
+            if (this.#pendingType === 'idle' && typeof cancelIdleCallback !== 'undefined') {
+                cancelIdleCallback(this.#timeoutId as unknown as number);
+            } else {
+                clearTimeout(this.#timeoutId);
+            }
+            this.#timeoutId = null;
+            this.#pendingType = null;
+        }
+
+        if (this.#intervalId) {
+            clearInterval(this.#intervalId);
+            this.#intervalId = null;
+        }
+
+        if (typeof document !== 'undefined') {
+            for (const font of this.#loadedFonts.values()) {
+                document.fonts.delete(font);
+            }
+        }
+
+        this.#loadedFonts.clear();
+        this.#usageTracker.clear();
+        this.#retryCounts.clear();
+        this.statuses.clear();
+        this.#queue.clear();
+    }
 }
 
+/** Singleton instance — use throughout the application for unified font loading state. */
 export const appliedFontsManager = new AppliedFontsManager();