Browser Automation with agent-browser

The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser, brew install agent-browser, or cargo install agent-browser. Run agent-browser install to download Chrome. Run agent-browser upgrade to update to the latest version.

Core Workflow

Every browser automation follows this pattern:

1. Navigate: agent-browser open <url>
2. Snapshot: agent-browser snapshot -i (get element refs like @e1, @e2)
3. Interact: Use refs to click, fill, select
4. Re-snapshot: After navigation or DOM changes, get fresh refs

bash
1agent-browser open https://example.com/form
2agent-browser snapshot -i
3# Output: @e1 [input type="email"], @e2 [input type="password"], @e3 [button] "Submit"
4
5agent-browser fill @e1 "user@example.com"
6agent-browser fill @e2 "password123"
7agent-browser click @e3
8agent-browser wait --load networkidle
9agent-browser snapshot -i  # Check result

Command Chaining

Commands can be chained with && in a single shell invocation. The browser persists between commands via a background daemon, so chaining is safe and more efficient than separate calls.

bash
1# Chain open + wait + snapshot in one call
2agent-browser open https://example.com && agent-browser wait --load networkidle && agent-browser snapshot -i
3
4# Chain multiple interactions
5agent-browser fill @e1 "user@example.com" && agent-browser fill @e2 "password123" && agent-browser click @e3
6
7# Navigate and capture
8agent-browser open https://example.com && agent-browser wait --load networkidle && agent-browser screenshot page.png

When to chain: Use && when you don't need to read the output of an intermediate command before proceeding (e.g., open + wait + screenshot). Run commands separately when you need to parse the output first (e.g., snapshot to discover refs, then interact using those refs).

Handling Authentication

When automating a site that requires login, choose the approach that fits:

Option 1: Import auth from the user's browser (fastest for one-off tasks)

bash
1# Connect to the user's running Chrome (they're already logged in)
2agent-browser --auto-connect state save ./auth.json
3# Use that auth state
4agent-browser --state ./auth.json open https://app.example.com/dashboard

State files contain session tokens in plaintext -- add to .gitignore and delete when no longer needed. Set AGENT_BROWSER_ENCRYPTION_KEY for encryption at rest.

Option 2: Persistent profile (simplest for recurring tasks)

bash
1# First run: login manually or via automation
2agent-browser --profile ~/.myapp open https://app.example.com/login
3# ... fill credentials, submit ...
4
5# All future runs: already authenticated
6agent-browser --profile ~/.myapp open https://app.example.com/dashboard

Option 3: Session name (auto-save/restore cookies + localStorage)

bash
1agent-browser --session-name myapp open https://app.example.com/login
2# ... login flow ...
3agent-browser close  # State auto-saved
4
5# Next time: state auto-restored
6agent-browser --session-name myapp open https://app.example.com/dashboard

Option 4: Auth vault (credentials stored encrypted, login by name)

bash
1echo "$PASSWORD" | agent-browser auth save myapp --url https://app.example.com/login --username user --password-stdin
2agent-browser auth login myapp

auth login navigates with load and then waits for login form selectors to appear before filling/clicking, which is more reliable on delayed SPA login screens.

Option 5: State file (manual save/load)

bash
1# After logging in:
2agent-browser state save ./auth.json
3# In a future session:
4agent-browser state load ./auth.json
5agent-browser open https://app.example.com/dashboard

See references/authentication.md for OAuth, 2FA, cookie-based auth, and token refresh patterns.

Essential Commands

bash
1# Navigation
2agent-browser open <url>              # Navigate (aliases: goto, navigate)
3agent-browser close                   # Close browser
4agent-browser close --all             # Close all active sessions
5
6# Snapshot
7agent-browser snapshot -i             # Interactive elements with refs (recommended)
8agent-browser snapshot -s "#selector" # Scope to CSS selector
9
10# Interaction (use @refs from snapshot)
11agent-browser click @e1               # Click element
12agent-browser click @e1 --new-tab     # Click and open in new tab
13agent-browser fill @e2 "text"         # Clear and type text
14agent-browser type @e2 "text"         # Type without clearing
15agent-browser select @e1 "option"     # Select dropdown option
16agent-browser check @e1               # Check checkbox
17agent-browser press Enter             # Press key
18agent-browser keyboard type "text"    # Type at current focus (no selector)
19agent-browser keyboard inserttext "text"  # Insert without key events
20agent-browser scroll down 500         # Scroll page
21agent-browser scroll down 500 --selector "div.content"  # Scroll within a specific container
22
23# Get information
24agent-browser get text @e1            # Get element text
25agent-browser get url                 # Get current URL
26agent-browser get title               # Get page title
27agent-browser get cdp-url             # Get CDP WebSocket URL
28
29# Wait
30agent-browser wait @e1                # Wait for element
31agent-browser wait --load networkidle # Wait for network idle
32agent-browser wait --url "**/page"    # Wait for URL pattern
33agent-browser wait 2000               # Wait milliseconds
34agent-browser wait --text "Welcome"    # Wait for text to appear (substring match)
35agent-browser wait --fn "!document.body.innerText.includes('Loading...')"  # Wait for text to disappear
36agent-browser wait "#spinner" --state hidden  # Wait for element to disappear
37
38# Downloads
39agent-browser download @e1 ./file.pdf          # Click element to trigger download
40agent-browser wait --download ./output.zip     # Wait for any download to complete
41agent-browser --download-path ./downloads open <url>  # Set default download directory
42
43# Network
44agent-browser network requests                 # Inspect tracked requests
45agent-browser network requests --type xhr,fetch  # Filter by resource type
46agent-browser network requests --method POST   # Filter by HTTP method
47agent-browser network requests --status 2xx    # Filter by status (200, 2xx, 400-499)
48agent-browser network request <requestId>      # View full request/response detail
49agent-browser network route "**/api/*" --abort  # Block matching requests
50agent-browser network har start                # Start HAR recording
51agent-browser network har stop ./capture.har   # Stop and save HAR file
52
53# Viewport & Device Emulation
54agent-browser set viewport 1920 1080          # Set viewport size (default: 1280x720)
55agent-browser set viewport 1920 1080 2        # 2x retina (same CSS size, higher res screenshots)
56agent-browser set device "iPhone 14"          # Emulate device (viewport + user agent)
57
58# Capture
59agent-browser screenshot              # Screenshot to temp dir
60agent-browser screenshot --full       # Full page screenshot
61agent-browser screenshot --annotate   # Annotated screenshot with numbered element labels
62agent-browser screenshot --screenshot-dir ./shots  # Save to custom directory
63agent-browser screenshot --screenshot-format jpeg --screenshot-quality 80
64agent-browser pdf output.pdf          # Save as PDF
65
66# Live preview / streaming
67agent-browser stream enable           # Start runtime WebSocket streaming on an auto-selected port
68agent-browser stream enable --port 9223  # Bind a specific localhost port
69agent-browser stream status           # Inspect enabled state, port, connection, and screencasting
70agent-browser stream disable          # Stop runtime streaming and remove the .stream metadata file
71
72# Clipboard
73agent-browser clipboard read                      # Read text from clipboard
74agent-browser clipboard write "Hello, World!"     # Write text to clipboard
75agent-browser clipboard copy                      # Copy current selection
76agent-browser clipboard paste                     # Paste from clipboard
77
78# Dialogs (alert, confirm, prompt, beforeunload)
79# By default, alert and beforeunload dialogs are auto-accepted so they never block the agent.
80# confirm and prompt dialogs still require explicit handling.
81# Use --no-auto-dialog to disable automatic handling.
82agent-browser dialog accept              # Accept dialog
83agent-browser dialog accept "my input"   # Accept prompt dialog with text
84agent-browser dialog dismiss             # Dismiss/cancel dialog
85agent-browser dialog status              # Check if a dialog is currently open
86
87# Diff (compare page states)
88agent-browser diff snapshot                          # Compare current vs last snapshot
89agent-browser diff snapshot --baseline before.txt    # Compare current vs saved file
90agent-browser diff screenshot --baseline before.png  # Visual pixel diff
91agent-browser diff url <url1> <url2>                 # Compare two pages
92agent-browser diff url <url1> <url2> --wait-until networkidle  # Custom wait strategy
93agent-browser diff url <url1> <url2> --selector "#main"  # Scope to element

Streaming

Every session automatically starts a WebSocket stream server on an OS-assigned port. Use agent-browser stream status to see the bound port and connection state. Use stream disable to tear it down, and stream enable --port <port> to re-enable on a specific port.

Batch Execution

Execute multiple commands in a single invocation by piping a JSON array of string arrays to batch. This avoids per-command process startup overhead when running multi-step workflows.

bash
1echo '[
2  ["open", "https://example.com"],
3  ["snapshot", "-i"],
4  ["click", "@e1"],
5  ["screenshot", "result.png"]
6]' | agent-browser batch --json
7
8# Stop on first error
9agent-browser batch --bail < commands.json

Use batch when you have a known sequence of commands that don't depend on intermediate output. Use separate commands or && chaining when you need to parse output between steps (e.g., snapshot to discover refs, then interact).

Common Patterns

Form Submission

bash
1agent-browser open https://example.com/signup
2agent-browser snapshot -i
3agent-browser fill @e1 "Jane Doe"
4agent-browser fill @e2 "jane@example.com"
5agent-browser select @e3 "California"
6agent-browser check @e4
7agent-browser click @e5
8agent-browser wait --load networkidle

Authentication with Auth Vault (Recommended)

bash
1# Save credentials once (encrypted with AGENT_BROWSER_ENCRYPTION_KEY)
2# Recommended: pipe password via stdin to avoid shell history exposure
3echo "pass" | agent-browser auth save github --url https://github.com/login --username user --password-stdin
4
5# Login using saved profile (LLM never sees password)
6agent-browser auth login github
7
8# List/show/delete profiles
9agent-browser auth list
10agent-browser auth show github
11agent-browser auth delete github

auth login waits for username/password/submit selectors before interacting, with a timeout tied to the default action timeout.

Authentication with State Persistence

bash
1# Login once and save state
2agent-browser open https://app.example.com/login
3agent-browser snapshot -i
4agent-browser fill @e1 "$USERNAME"
5agent-browser fill @e2 "$PASSWORD"
6agent-browser click @e3
7agent-browser wait --url "**/dashboard"
8agent-browser state save auth.json
9
10# Reuse in future sessions
11agent-browser state load auth.json
12agent-browser open https://app.example.com/dashboard

Session Persistence

bash
1# Auto-save/restore cookies and localStorage across browser restarts
2agent-browser --session-name myapp open https://app.example.com/login
3# ... login flow ...
4agent-browser close  # State auto-saved to ~/.agent-browser/sessions/
5
6# Next time, state is auto-loaded
7agent-browser --session-name myapp open https://app.example.com/dashboard
8
9# Encrypt state at rest
10export AGENT_BROWSER_ENCRYPTION_KEY=$(openssl rand -hex 32)
11agent-browser --session-name secure open https://app.example.com
12
13# Manage saved states
14agent-browser state list
15agent-browser state show myapp-default.json
16agent-browser state clear myapp
17agent-browser state clean --older-than 7

Working with Iframes

Iframe content is automatically inlined in snapshots. Refs inside iframes carry frame context, so you can interact with them directly.

bash
1agent-browser open https://example.com/checkout
2agent-browser snapshot -i
3# @e1 [heading] "Checkout"
4# @e2 [Iframe] "payment-frame"
5#   @e3 [input] "Card number"
6#   @e4 [input] "Expiry"
7#   @e5 [button] "Pay"
8
9# Interact directly — no frame switch needed
10agent-browser fill @e3 "4111111111111111"
11agent-browser fill @e4 "12/28"
12agent-browser click @e5
13
14# To scope a snapshot to one iframe:
15agent-browser frame @e2
16agent-browser snapshot -i         # Only iframe content
17agent-browser frame main          # Return to main frame

Data Extraction

bash
1agent-browser open https://example.com/products
2agent-browser snapshot -i
3agent-browser get text @e5           # Get specific element text
4agent-browser get text body > page.txt  # Get all page text
5
6# JSON output for parsing
7agent-browser snapshot -i --json
8agent-browser get text @e1 --json

Parallel Sessions

bash
1agent-browser --session site1 open https://site-a.com
2agent-browser --session site2 open https://site-b.com
3
4agent-browser --session site1 snapshot -i
5agent-browser --session site2 snapshot -i
6
7agent-browser session list

Connect to Existing Chrome

bash
1# Auto-discover running Chrome with remote debugging enabled
2agent-browser --auto-connect open https://example.com
3agent-browser --auto-connect snapshot
4
5# Or with explicit CDP port
6agent-browser --cdp 9222 snapshot

Auto-connect discovers Chrome via DevToolsActivePort, common debugging ports (9222, 9229), and falls back to a direct WebSocket connection if HTTP-based CDP discovery fails.

Color Scheme (Dark Mode)

bash
1# Persistent dark mode via flag (applies to all pages and new tabs)
2agent-browser --color-scheme dark open https://example.com
3
4# Or via environment variable
5AGENT_BROWSER_COLOR_SCHEME=dark agent-browser open https://example.com
6
7# Or set during session (persists for subsequent commands)
8agent-browser set media dark

Viewport & Responsive Testing

bash
1# Set a custom viewport size (default is 1280x720)
2agent-browser set viewport 1920 1080
3agent-browser screenshot desktop.png
4
5# Test mobile-width layout
6agent-browser set viewport 375 812
7agent-browser screenshot mobile.png
8
9# Retina/HiDPI: same CSS layout at 2x pixel density
10# Screenshots stay at logical viewport size, but content renders at higher DPI
11agent-browser set viewport 1920 1080 2
12agent-browser screenshot retina.png
13
14# Device emulation (sets viewport + user agent in one step)
15agent-browser set device "iPhone 14"
16agent-browser screenshot device.png

The scale parameter (3rd argument) sets window.devicePixelRatio without changing CSS layout. Use it when testing retina rendering or capturing higher-resolution screenshots.

Visual Browser (Debugging)

bash
1agent-browser --headed open https://example.com
2agent-browser highlight @e1          # Highlight element
3agent-browser inspect                # Open Chrome DevTools for the active page
4agent-browser record start demo.webm # Record session
5agent-browser profiler start         # Start Chrome DevTools profiling
6agent-browser profiler stop trace.json # Stop and save profile (path optional)

Use AGENT_BROWSER_HEADED=1 to enable headed mode via environment variable. Browser extensions work in both headed and headless mode.

Local Files (PDFs, HTML)

bash
1# Open local files with file:// URLs
2agent-browser --allow-file-access open file:///path/to/document.pdf
3agent-browser --allow-file-access open file:///path/to/page.html
4agent-browser screenshot output.png

iOS Simulator (Mobile Safari)

bash
1# List available iOS simulators
2agent-browser device list
3
4# Launch Safari on a specific device
5agent-browser -p ios --device "iPhone 16 Pro" open https://example.com
6
7# Same workflow as desktop - snapshot, interact, re-snapshot
8agent-browser -p ios snapshot -i
9agent-browser -p ios tap @e1          # Tap (alias for click)
10agent-browser -p ios fill @e2 "text"
11agent-browser -p ios swipe up         # Mobile-specific gesture
12
13# Take screenshot
14agent-browser -p ios screenshot mobile.png
15
16# Close session (shuts down simulator)
17agent-browser -p ios close

Requirements: macOS with Xcode, Appium (npm install -g appium && appium driver install xcuitest)

Real devices: Works with physical iOS devices if pre-configured. Use --device "<UDID>" where UDID is from xcrun xctrace list devices.

Security

All security features are opt-in. By default, agent-browser imposes no restrictions on navigation, actions, or output.

Content Boundaries (Recommended for AI Agents)

Enable --content-boundaries to wrap page-sourced output in markers that help LLMs distinguish tool output from untrusted page content:

bash
1export AGENT_BROWSER_CONTENT_BOUNDARIES=1
2agent-browser snapshot
3# Output:
4# --- AGENT_BROWSER_PAGE_CONTENT nonce=<hex> origin=https://example.com ---
5# [accessibility tree]
6# --- END_AGENT_BROWSER_PAGE_CONTENT nonce=<hex> ---

Domain Allowlist

Restrict navigation to trusted domains. Wildcards like *.example.com also match the bare domain example.com. Sub-resource requests, WebSocket, and EventSource connections to non-allowed domains are also blocked. Include CDN domains your target pages depend on:

bash
1export AGENT_BROWSER_ALLOWED_DOMAINS="example.com,*.example.com"
2agent-browser open https://example.com        # OK
3agent-browser open https://malicious.com       # Blocked

Action Policy

Use a policy file to gate destructive actions:

bash
1export AGENT_BROWSER_ACTION_POLICY=./policy.json

Example policy.json:

json
1{ "default": "deny", "allow": ["navigate", "snapshot", "click", "scroll", "wait", "get"] }

Auth vault operations (auth login, etc.) bypass action policy but domain allowlist still applies.

Output Limits

Prevent context flooding from large pages:

bash
1export AGENT_BROWSER_MAX_OUTPUT=50000

Diffing (Verifying Changes)

Use diff snapshot after performing an action to verify it had the intended effect. This compares the current accessibility tree against the last snapshot taken in the session.

bash
1# Typical workflow: snapshot -> action -> diff
2agent-browser snapshot -i          # Take baseline snapshot
3agent-browser click @e2            # Perform action
4agent-browser diff snapshot        # See what changed (auto-compares to last snapshot)

For visual regression testing or monitoring:

bash
1# Save a baseline screenshot, then compare later
2agent-browser screenshot baseline.png
3# ... time passes or changes are made ...
4agent-browser diff screenshot --baseline baseline.png
5
6# Compare staging vs production
7agent-browser diff url https://staging.example.com https://prod.example.com --screenshot

diff snapshot output uses + for additions and - for removals, similar to git diff. diff screenshot produces a diff image with changed pixels highlighted in red, plus a mismatch percentage.

Timeouts and Slow Pages

The default timeout is 25 seconds. This can be overridden with the AGENT_BROWSER_DEFAULT_TIMEOUT environment variable (value in milliseconds). For slow websites or large pages, use explicit waits instead of relying on the default timeout:

bash
1# Wait for network activity to settle (best for slow pages)
2agent-browser wait --load networkidle
3
4# Wait for a specific element to appear
5agent-browser wait "#content"
6agent-browser wait @e1
7
8# Wait for a specific URL pattern (useful after redirects)
9agent-browser wait --url "**/dashboard"
10
11# Wait for a JavaScript condition
12agent-browser wait --fn "document.readyState === 'complete'"
13
14# Wait a fixed duration (milliseconds) as a last resort
15agent-browser wait 5000

When dealing with consistently slow websites, use wait --load networkidle after open to ensure the page is fully loaded before taking a snapshot. If a specific element is slow to render, wait for it directly with wait <selector> or wait @ref.

JavaScript Dialogs (alert / confirm / prompt)

When a page opens a JavaScript dialog (alert(), confirm(), or prompt()), it blocks all other browser commands (snapshot, screenshot, click, etc.) until the dialog is dismissed. If commands start timing out unexpectedly, check for a pending dialog:

bash
1# Check if a dialog is blocking
2agent-browser dialog status
3
4# Accept the dialog (dismiss the alert / click OK)
5agent-browser dialog accept
6
7# Accept a prompt dialog with input text
8agent-browser dialog accept "my input"
9
10# Dismiss the dialog (click Cancel)
11agent-browser dialog dismiss

When a dialog is pending, all command responses include a warning field indicating the dialog type and message. In --json mode this appears as a "warning" key in the response object.

Session Management and Cleanup

When running multiple agents or automations concurrently, always use named sessions to avoid conflicts:

bash
1# Each agent gets its own isolated session
2agent-browser --session agent1 open site-a.com
3agent-browser --session agent2 open site-b.com
4
5# Check active sessions
6agent-browser session list

Always close your browser session when done to avoid leaked processes:

bash
1agent-browser close                    # Close default session
2agent-browser --session agent1 close   # Close specific session
3agent-browser close --all              # Close all active sessions

If a previous session was not closed properly, the daemon may still be running. Use agent-browser close to clean it up, or agent-browser close --all to shut down every session at once.

To auto-shutdown the daemon after a period of inactivity (useful for ephemeral/CI environments):

bash
1AGENT_BROWSER_IDLE_TIMEOUT_MS=60000 agent-browser open example.com

Ref Lifecycle (Important)

Refs (@e1, @e2, etc.) are invalidated when the page changes. Always re-snapshot after:

• Clicking links or buttons that navigate
• Form submissions
• Dynamic content loading (dropdowns, modals)

bash
1agent-browser click @e5              # Navigates to new page
2agent-browser snapshot -i            # MUST re-snapshot
3agent-browser click @e1              # Use new refs

Annotated Screenshots (Vision Mode)

Use --annotate to take a screenshot with numbered labels overlaid on interactive elements. Each label [N] maps to ref @eN. This also caches refs, so you can interact with elements immediately without a separate snapshot.

bash
1agent-browser screenshot --annotate
2# Output includes the image path and a legend:
3#   [1] @e1 button "Submit"
4#   [2] @e2 link "Home"
5#   [3] @e3 textbox "Email"
6agent-browser click @e2              # Click using ref from annotated screenshot

Use annotated screenshots when:

• The page has unlabeled icon buttons or visual-only elements
• You need to verify visual layout or styling
• Canvas or chart elements are present (invisible to text snapshots)
• You need spatial reasoning about element positions

Semantic Locators (Alternative to Refs)

When refs are unavailable or unreliable, use semantic locators:

bash
1agent-browser find text "Sign In" click
2agent-browser find label "Email" fill "user@test.com"
3agent-browser find role button click --name "Submit"
4agent-browser find placeholder "Search" type "query"
5agent-browser find testid "submit-btn" click

JavaScript Evaluation (eval)

Use eval to run JavaScript in the browser context. Shell quoting can corrupt complex expressions -- use --stdin or -b to avoid issues.

bash
1# Simple expressions work with regular quoting
2agent-browser eval 'document.title'
3agent-browser eval 'document.querySelectorAll("img").length'
4
5# Complex JS: use --stdin with heredoc (RECOMMENDED)
6agent-browser eval --stdin <<'EVALEOF'
7JSON.stringify(
8  Array.from(document.querySelectorAll("img"))
9    .filter(i => !i.alt)
10    .map(i => ({ src: i.src.split("/").pop(), width: i.width }))
11)
12EVALEOF
13
14# Alternative: base64 encoding (avoids all shell escaping issues)
15agent-browser eval -b "$(echo -n 'Array.from(document.querySelectorAll("a")).map(a => a.href)' | base64)"

Why this matters: When the shell processes your command, inner double quotes, ! characters (history expansion), backticks, and $() can all corrupt the JavaScript before it reaches agent-browser. The --stdin and -b flags bypass shell interpretation entirely.

Rules of thumb:

• Single-line, no nested quotes -> regular eval 'expression' with single quotes is fine
• Nested quotes, arrow functions, template literals, or multiline -> use eval --stdin <<'EVALEOF'
• Programmatic/generated scripts -> use eval -b with base64

Configuration File

Create agent-browser.json in the project root for persistent settings:

json
1{
2  "headed": true,
3  "proxy": "http://localhost:8080",
4  "profile": "./browser-data"
5}

Priority (lowest to highest): ~/.agent-browser/config.json < ./agent-browser.json < env vars < CLI flags. Use --config <path> or AGENT_BROWSER_CONFIG env var for a custom config file (exits with error if missing/invalid). All CLI options map to camelCase keys (e.g., --executable-path -> "executablePath"). Boolean flags accept true/false values (e.g., --headed false overrides config). Extensions from user and project configs are merged, not replaced.

Deep-Dive Documentation

Browser Engine Selection

Use --engine to choose a local browser engine. The default is chrome.

bash
1# Use Lightpanda (fast headless browser, requires separate install)
2agent-browser --engine lightpanda open example.com
3
4# Via environment variable
5export AGENT_BROWSER_ENGINE=lightpanda
6agent-browser open example.com
7
8# With custom binary path
9agent-browser --engine lightpanda --executable-path /path/to/lightpanda open example.com

Supported engines:

• chrome (default) -- Chrome/Chromium via CDP
• lightpanda -- Lightpanda headless browser via CDP (10x faster, 10x less memory than Chrome)

Lightpanda does not support --extension, --profile, --state, or --allow-file-access. Install Lightpanda from https://lightpanda.io/docs/open-source/installation.

Observability Dashboard

The dashboard is a standalone background server that shows live browser viewports, command activity, and console output for all sessions.

bash
1# Install the dashboard once
2agent-browser dashboard install
3
4# Start the dashboard server (background, port 4848)
5agent-browser dashboard start
6
7# All sessions are automatically visible in the dashboard
8agent-browser open example.com
9
10# Stop the dashboard
11agent-browser dashboard stop

The dashboard runs independently of browser sessions on port 4848 (configurable with --port). All sessions automatically stream to the dashboard.

Ready-to-Use Templates

bash
1./templates/form-automation.sh https://example.com/form
2./templates/authenticated-session.sh https://app.example.com/login
3./templates/capture-workflow.sh https://example.com ./output