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Surgical network fingerprinting evasion engine

Project description

🏗️ Architect

High-performance network orchestration engine for protocol research & client emulation.


PyPI version Python License Stars Research


Move beyond the rigid defaults of standard libraries.
Architect gives you surgical control over TLS, HTTP/2, and TCP/IP — down to the byte.


Install · Quick Start · Capabilities · Custom Profiles


✨ Why Architect?

Most HTTP clients are black boxes. You send a request; something happens on the wire; you get a response. Architect exposes everything in between.

By separating a clean Python API from a specialized Go sidecar, Architect lets you precisely control:

  • 🔐 TLS fingerprints — spoof or study JA3/JA4 signatures with native uTLS
  • 📡 HTTP/2 internals — frame ordering, header normalization, SETTINGS parameters
  • 🌐 OS-level TCP stack — TTL, window size, and ECH for deep emulation fidelity
  • 🍪 Session state — cookie-aware persistence + TLS session resumption

🔬 Capabilities

🟦 Layer 7 — Application

Full control over HTTP/2 header normalization and frame ordering to match specific client specifications (Chrome, Firefox, Safari, curl…)

🟨 Layer 4 — Transport

Native uTLS integration for accurate JA3 / JA4 fingerprinting and Encrypted Client Hello (ECH) testing.

🟩 Layer 3 — Network

Granular TTL and TCP Window Size adjustment for operating system-level emulation.

🟪 Persistence

Built-in cookie-aware sessions and TLS session resumption across requests.


🚀 Technical Highlights

Feature Detail
Zero-dependency core Pre-compiled Go binaries ship with the package — no Go toolchain needed
🔄 Async-first Designed from the ground up for asyncio and high-scale concurrency
🛠️ Full HTTP methods GET POST PUT DELETE PATCH HEAD OPTIONS
🔍 Deep visibility Real-time engine logs expose every handshake, frame, and negotiation
🔀 Flexible proxying SOCKS5 & HTTP proxies with per-session isolated connection pools

📦 Installation

pip install architect-net

Requirements: Python 3.10+


⚡ Quick Start

Session-based client emulation

import asyncio
import architect

async def main():
    # Emulate a Chrome 124 network environment
    session = architect.AsyncSession(architect.CHROME_124)

    response = await session.get("https://tls.peet.ws/api/all")

    if response.status_code == 200:
        data = response.json()
        print(f"✅ Verified JA3 Hash: {data['tls']['ja3_hash']}")

asyncio.run(main())

🧪 Custom Protocol Profiles

Define your own network fingerprint for granular testing and research:

import architect

RESEARCH_PROFILE = {
    "ID":         "custom_research_node",
    "TLSID":      1,        # Maps to an internal TLS profile
    "TTL":        128,      # Custom hop limit (128 = Windows)
    "TCPWindow":  65535,    # Initial TCP window size
    "UserAgent":  "Mozilla/5.0 (Windows NT 10.0; Win64; x64)..."
}

async def run_test():
    # AsyncClient is stateless — no session/cookie persistence
    client = architect.AsyncClient(profile=RESEARCH_PROFILE)
    response = await client.get("https://tls.peet.ws/api/all")
    print(response.json())
📋 Profile field reference
Field Type Description
ID str Human-readable identifier for this profile
TLSID int Index into internal TLS client hello profiles
TTL int IP time-to-live value (64 = Linux, 128 = Windows)
TCPWindow int Initial TCP receive window size
UserAgent str HTTP User-Agent header value

🔄 AsyncSession vs AsyncClient

AsyncSession AsyncClient
Cookie persistence ✅ Yes ❌ No
TLS session resumption ✅ Yes ❌ No
Stateless requests ✅ Yes
Best for Multi-request flows, login flows One-off probes, benchmarking

⚖️ Responsible Use

Architect is built for authorized security research, protocol analysis, and educational use. It exists to help engineers understand network behavior and build more resilient systems.

⚠️ Users are solely responsible for ensuring their use of this tool complies with all applicable laws and ethical standards. Do not use Architect against systems you do not own or have explicit permission to test.


🤝 Contributing

Contributions, issues, and feature requests are welcome! Check the issues page to get started.


Made with 🖤 by Hiericho


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