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-**WebGPU**: Deterministic noise is injected into WebGPU canvases by default, so GPU-only probes inherit the same reproducible noise field without extra flags
-**Deterministic seeds (ENT Tier2 feature)**: `--bot-noise-seed=1.05` (1.0–1.2 range) let you pick reproducible yet distinct noise fields for Canvas 2D/WebGL/WebGPU imagery, text metrics/HarfBuzz layout, ClientRects, and offline audio hashes so each seed behaves like its own fingerprint ID.
@@ -248,6 +249,7 @@ Advanced font rendering with consistent results across hosts.
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- Multi-language support (CJK/RTL/emoji)
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- Platform-specific font metrics
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- Consistent text measurement across workers
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- DOM text renders exclusively from the embedded Windows/macOS/Linux/Android font bundles so layouts never fall through to host fonts on the underlying machine
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> **Implementation Detail:** Low‑level rendering paths in Skia (2D/Canvas) and HarfBuzz (text shaping) are tuned where needed to align metrics and glyph shaping across OS targets. We also apply targeted WebGL/WebGPU parameter controls to keep visual output stable across contexts.
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@@ -418,6 +420,7 @@ Comprehensive browser and OS emulation.
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|**Platform Detection**| Windows/macOS/Android emulation with authentic APIs |
|**Client Hints**| DPR, device-memory, UA-CH, and other CH values stay aligned with JavaScript-visible metrics so headers and runtime data always match |
> **Professional-grade browser technology** through multi-layer fingerprint consistency, network-stack control, and automation-hardening.
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-**Multi‑Layer Consistency:** Canvas/WebGL/Text metrics with low‑level Skia/HarfBuzz tuning and targeted WebGL/WebGPU controls
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-**Clean Automation:** CDP/WebDriver hardening, Chrome‑like behavior, and framework‑less early hooks via `--bot-script`
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-**Configurability:** 30+ CLI overrides, per‑context proxies (ENT Tier1) with automatic geo‑detection, and session tools (cookies/bookmarks/title)
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-**Headless ↔ GUI Parity:** Stable GPU/WebGPU/media signals and consistent behavior across browser modes
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-**Performance Controls:** Precise FPS simulation, memory/storage timing, and GPU micro‑benchmarks for realistic profiles; runtime timing scaling (ENT Tier1) and deterministic noise seeds (ENT Tier2)
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-**Focus & Session Control:** Always-active tab emulation, configurable WebRTC ICE servers, and expanded media decoder reporting for authentic runtime signals
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-**Network & Proxy Enhancements:** Per-context proxies (ENT Tier1) with auto geo detection; UDP-over-SOCKS5 tunnel for QUIC/STUN in ENT Tier3; ICE presets optional when UDP is available
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> **Professional-grade browser technology** through sophisticated multi-layer fingerprint consistency and cross-platform compatibility systems
| DOM Font Enumeration | DOM text renders from embedded Windows/macOS/Linux/Android font bundles; host fonts never leak |[ADVANCED_FEATURES#Cross-Platform Font Engine](ADVANCED_FEATURES.md#cross-platform-font-engine)|
| Client Hints vs JS metrics | CH DPR/device-memory/UA-CH stay in lockstep with JavaScript-visible values |[ADVANCED_FEATURES#Browser & OS Fingerprinting](ADVANCED_FEATURES.md#browser--os-fingerprinting)|
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