The "Last Mile" Bottleneck is Solved.

Traditional browser automation (Selenium, Playwright) is plagued by the "Capture-Encode-Transmit" loop, causing latency jitter up to 2.3 seconds. This makes real-time, high-dynamic interactions impossible for AI agents.

Glazyr Viz is a structural fork of Chromium that integrates your agent directly into the rendering compositor via POSIX Shared Memory.

• Human-Parity Reaction Times: 1-frame (16ms) visual perception synchronization.
• Intelligence Yield: Delivers structured DOM state directly as vision.json, eliminating OCR/Encoding overhead.
• Hardened Execution: Runs untrusted scraper code inside a 4GB V8 Virtual Memory Cage.

Zero-Configuration Installation (LIGHT Tier)

For rapid deployment and edge performance, we provide a pre-compiled, hardened 294MB binary (The LIGHT Tier).

You do not need to compile Chromium from source to use Glazyr Viz.

1. Initialize the Runtime

Use our zero-config scripts to automatically verify your environment, download the binary, initialize the Shared Memory (SHM) segments, and launch the Model Context Protocol (MCP) server.

Linux / macOS:

curl -sL https://raw.githubusercontent.com/senti-001/glazyr-viz/main/scripts/glazyr-init.sh | bash

Windows (PowerShell):

IRM https://raw.githubusercontent.com/senti-001/glazyr-viz/main/scripts/glazyr-init.ps1 | IEX

2. Connect Your Agent

The runtime exposes a standard MCP Server on localhost:4545.

If you are using Open Claw or Moltbook:

1. Navigate to your Agent Dashboard.
2. Enable the Glazyr Connector Plugin (High-Performance Mode) toggle.

If you are building a custom agent, connect via MCP:

npx glazyrviz

This starts the MCP server on localhost:4545. Your agent connects via SSE transport.

⚡ Getting Started: High-Frequency Agentic Vision

This guide is for power users aiming to achieve human-parity latency (sub-16ms) using the HEAVY Tier or optimized LIGHT Tier binaries.

1. POSIX Shared Memory (SHM) Configuration

To bypass the kernel-space bottleneck, Glazyr Viz writes raw frame-buffers and DOM state directly to shared memory segments.

Setup your environment:

# Allocate 2GB for agentic vision segments
export GLAZYR_SHM_SIZE=2048
glazyr-init --shm-enable

2. The vision.json Protocol

Once running, the agent can poll /dev/shm/glazyr_vision directly for the serialized DOM state. This eliminates the need for querySelector overhead.

Schema Example:

{
  "timestamp": 1740268400,
  "nodes": [
    { "id": "btn_auth", "rect": [10, 20, 100, 40], "role": "button", "label": "Authorize" }
  ],
  "jitter_ms": 0.42
}

3. Integration Handshake (Open Claw / Moltbook)

For seamless integration, point your agent.yaml to the Glazyr SHM path:

vision_provider: 
  type: "shared_memory"
  path: "/dev/shm/glazyr_vision"
  fallback: "http_mcp"

Architecture: LIGHT vs HEAVY Tiers

| Feature | LIGHT Tier (Pre-compiled) | HEAVY Tier (Compile from Source) | | :--- | :--- | :--- | | Size | 294 MB | 600+ MB | | Use Case | Edge Deployment, Open Claw Agents | High-Performance Research, Core Dev | | Setup | 1 command (glazyr-init) | Requires Clang 19.x & ThinLTO | | x402 Requirement| Requires USDC micropayment | Unrestricted (Self-Hosted) |

✅ Verified Benchmarks (Feb 26, 2026)

x402 Big Iron Hardening — Sovereign Beta v0.2.2

| Phase | Result | | :--- | :--- | | Peak Throughput | 177 FPS @ L4 GPU Accelerated | | TTFT (Latency) | 71.23ms (Cold Start) | | Sovereign Quota | 10,000 frames daily (FREE) | | Paid Unlock | 50,000 frames per $1.00 USDC |

📎 Settlement Proof: Confirmed 4.99 USDC in Treasury 0x104A... on Base.

Zero-Copy Vision Extraction

| Metric | Value | | :--- | :--- | | Resolution | 1920×1080 BGRA | | Memory Read Latency | 7.35ms | | Inference Pipeline | 425.95ms total (7.35ms read + 418.61ms compute) |

🔒 The Economic Layer (x402 Protocol)

Access to the sub-16ms 'Big Iron' infrastructure via the lightly distributed binaries is gated by the Universal Commerce Protocol (UCP).

• Sovereign Beta (Free): 10,000 frames per day. Enough for ~13 minutes of continuous, bot-bypassing spatial reasoning. Resets every 24 hours.
• High-Frequency Tier: Once your agent exhausts the daily quota, the MCP server throws a 402 Payment Required payload. Your agent autonomously unlocks 50,000 additional frames for exactly $1.00 USDC ($0.00002/frame).

Authorization is verified cryptographically via Agentic Link JWS Signatures on Base Mainnet.

Contributing & BountyBoard CTF

Ready to test your agent's perception speed? Participate in the Search & Extract CTF on the Moltbook BountyBoard to win 500 USDC. Standard scrapers cannot react fast enough to solve it.

See CONTRIBUTING.md to start compiling the HEAVY tier from source.