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# Generate 16 bytes of random data
dd if=/dev/urandom bs=16 count=1 2>/dev/null | hexdump -C

# Generate random password
tr -cd '[:alnum:]' < /dev/urandom | head -c 32
# Output: K9mP2qR8vN4LaB3xJ7tY5wZ1cE6fH0sU

# Generate random UUID-like string
dd if=/dev/urandom bs=16 count=1 2>/dev/null | base64 | tr -d '=' | head -c 22
# Output: K9mP2qR8vN4LaB3xJ7tY5w

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# Generate SSH key entropy
ssh-keygen -t rsa -b 4096 -f ~/.ssh/new_key -N ""
# (Uses /dev/urandom internally)

# Generate random salt for password hashing
openssl rand -base64 32
# Output: K9mP2qR8vN4LaB3xJ7tY5wZ1cE6fH0sUqV3mN8pR2tX=

# Create random initialization vector
dd if=/dev/urandom bs=16 count=1 2>/dev/null | base64
# Output: K9mP2qR8vN4LaB3xJ7tY5w==

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# Generate random MAC address
printf '%02x:%02x:%02x:%02x:%02x:%02x\n' \
  $(od -An -N6 -tu1 /dev/urandom | tr ' ' '\n' | grep -v '^$')
# Output: 4a:3f:2e:1d:5c:8b

# Create random temporary filenames
temp_file="/tmp/$(tr -cd '[:alnum:]' < /dev/urandom | head -c 16)"
echo "Random temp file: $temp_file"

# Generate random port numbers
random_port=$((RANDOM % 64512 + 1024))
echo "Random port: $random_port"

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#!/bin/bash

# Function to generate secure random string
generate_secure_random() {
    local length=${1:-32}
    local charset=${2:-'[:alnum:]'}

    tr -cd "$charset" < /dev/urandom | head -c "$length"
}

# Generate API key
api_key=$(generate_secure_random 64 '[:alnum:]')
echo "API Key: $api_key"

# Generate session token
session_token=$(generate_secure_random 32 '[:alnum:]')
echo "Session Token: $session_token"

# Generate random hex string
hex_string=$(dd if=/dev/urandom bs=16 count=1 2>/dev/null | xxd -p -c 32)
echo "Hex String: $hex_string"

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import os
import secrets
import base64

# Using os.urandom (preferred for cryptographic use)
random_bytes = os.urandom(32)
print(f"Random bytes: {random_bytes.hex()}")

# Using secrets module (Python 3.6+)
secure_token = secrets.token_urlsafe(32)
print(f"Secure token: {secure_token}")

# Generate cryptographically secure password
import string
alphabet = string.ascii_letters + string.digits + "!@#$%^&*"
password = ''.join(secrets.choice(alphabet) for _ in range(16))
print(f"Secure password: {password}")

# Random UUID
import uuid
random_uuid = uuid.uuid4()
print(f"Random UUID: {random_uuid}")

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# Check available entropy
cat /proc/sys/kernel/random/entropy_avail
# Output: 3847 (bits of entropy available)

# Monitor entropy pool
watch -n 1 'cat /proc/sys/kernel/random/entropy_avail'

# Check random device statistics
cat /proc/sys/kernel/random/poolsize
cat /proc/sys/kernel/random/read_wakeup_threshold
cat /proc/sys/kernel/random/write_wakeup_threshold

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# Good: Fast and secure for most uses
password=$(tr -cd '[:alnum:]' < /dev/urandom | head -c 20)

# Avoid: Slow and usually unnecessary
# password=$(tr -cd '[:alnum:]' < /dev/random | head -c 20)

# Good: Check if enough entropy is available
if [ $(cat /proc/sys/kernel/random/entropy_avail) -lt 100 ]; then
    echo "Warning: Low entropy available"
fi

# Good: Use appropriate tools
openssl rand -base64 32  # Uses /dev/urandom internally

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# Bad: Predictable random data
password=$(date +%s | sha256sum | head -c 20)

# Bad: Using RANDOM for cryptographic purposes
session_id=$RANDOM$RANDOM$RANDOM

# Good: Cryptographically secure
session_id=$(tr -cd '[:alnum:]' < /dev/urandom | head -c 32)

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# Benchmark random data generation
time dd if=/dev/urandom bs=1M count=10 of=/dev/null 2>/dev/null
# Typically: ~0.1-0.5 seconds

time dd if=/dev/random bs=1M count=10 of=/dev/null 2>/dev/null
# May block indefinitely on low-entropy systems

# Test entropy depletion
dd if=/dev/random bs=1 count=1000 of=/dev/null
# Will likely block after some bytes