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Feb 6th, ‘25 / 11 min read

How to Monitor Error Logs in Real-Time: An In-Depth Guide

Learn how to monitor error logs in real-time using various tools and techniques to enhance system stability and troubleshoot issues effectively.

How to Monitor Error Logs in Real-Time: An In-Depth Guide

For system admins and developers, being able to track error logs in real time is crucial. It’s not just about fixing problems; it’s about keeping everything running smoothly, ensuring systems perform at their best, and catching issues before they snowball into bigger ones.

This guide breaks down the tools and commands that make real-time log monitoring easier and more effective, offering more than just the basics.

Why Should You Care About Real-Time Log Monitoring?

Real-time monitoring helps you:

  • Spot Issues Fast: When something goes wrong, you’ll know about it instantly—allowing for quicker fixes and fewer disruptions.
  • Understand How Your System is Performing: Watch how your apps and services behave in real-time, and see if everything is interacting the way it should.
  • Stay on Top of Security: Keep an eye out for any strange activity or potential threats, catching them early before they become major problems.
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For more on log parsing and its importance, check out The Basics of Log Parsing on our blog.

Traditional Ways to Monitor Logs in Real-Time

Tail Command

The tail command is a staple in real-time log monitoring. It’s used to display the last few lines of a file, and with the -f option, it continuously updates the output as new lines are added.

This makes it an invaluable tool for keeping an eye on system logs and other files where you need to track new events as they occur.

Key Features of Tail

  • View the Last Few Lines of a File: By default, tail shows the last 10 lines of a file, making it easy to see the most recent entries.
  • Real-Time Monitoring: The -f option enables live updates, allowing you to monitor logs as new entries are added.
  • Customizable Output: You can specify how many lines to display, adjusting the output to suit your needs.
  • Multiple File Monitoring: You can monitor several log files at the same time, making it easy to track updates across different logs.

Basic Usage

  1. Display the Last 10 Lines of a File
    To view the last 10 lines of a log file (default behavior), simply run:
tail /var/log/syslog
  1. Specify the Number of Lines to Display
    If you want to display a different number of lines, use the -n option:
tail -n 20 /var/log/syslog

This will show the last 20 lines of the file.

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To learn more about syslog levels and their significance, visit our article on What Are Syslog Levels?.
  1. Monitor a Log File in Real-Time
    To continuously track new log entries as they appear, use the -f option:
tail -f /var/log/syslog

The output will update dynamically as new lines are added to the log. To stop monitoring, press Ctrl+C.

  1. Monitor Multiple Log Files
    You can monitor multiple log files at once by listing them after the tail -f command:
tail -f /var/log/syslog /var/log/auth.log

This will show updates from both syslog and auth.log in real-time.

  1. Combine Tail with Grep for Filtering Logs
    Use grep in combination with tail to filter logs for specific entries, like "ERROR":
tail -f /var/log/syslog | grep "ERROR"

This will display only log entries that contain the word "ERROR" as they are added.

  1. Limit Real-Time Monitoring to a Specific Number of Lines
    You can combine the -n option with -f to start monitoring from a specific number of lines:
tail -n 50 -f /var/log/syslog

This will show the last 50 lines initially, then continue monitoring for new updates.

Alternative: Using Tail with Less

For more advanced navigation and search capabilities, you can combine tail with less for a more interactive experience:

tail -f /var/log/syslog | less +F

This gives you real-time log monitoring along with the ability to scroll and search within the log file as new entries are added.

Less Command

The less command is a handy utility for viewing text files, including logs, interactively and efficiently.

Unlike other commands like cat or more, less allows you to navigate through files both forward and backward with ease.

It’s particularly useful for log monitoring in real-time, offering a combination of flexibility and functionality that traditional methods can’t match.

Key Features of Less

  • Efficient File Viewing: Open large files quickly without loading the entire file into memory.
  • Bidirectional Navigation: Easily scroll both forward and backward through the file using simple keyboard shortcuts.
  • Real-Time Log Monitoring: Track new log entries in real-time, similar to tail -f, but with the added benefit of scrollback functionality.
  • Search and Highlighting: Use search (/pattern) to quickly find specific log entries.
  • Supports Piping and Redirection: Combine less with other commands like grep for advanced log filtering.
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For an in-depth look at Pino Pretty and its features, check out our blog post on Pino Pretty.

Basic Usage

  1. Open a Log File
    To view a log file with navigation controls, simply run:
less /var/log/syslog
  1. Monitor a Log File in Real-Time
    Use the +F option to follow a log file, similar to tail -f:
less +F /var/log/syslog
  1. This will show new log entries as they appear. Press Ctrl+C to exit follow mode and return to normal navigation.
  2. Search Within a Log File
    Press / and type your search term to find specific log entries.
    • Press n to jump to the next match.
    • Press N to go back to the previous match.
  3. Scroll Through Logs
    • Use Space or Page Down to move forward.
    • Use b or Page Up to move backward.
    • Press G to jump to the end of the file and g to go to the beginning.
  4. Exit the Less Viewer
    To exit the viewer, simply press q.

Combining Less with Other Commands

  1. Filtering Logs with Grep
    You can pipe logs through grep to filter for specific entries before viewing them in less:
grep "ERROR" /var/log/syslog | less
  • This will display only the lines containing "ERROR" in an interactive viewer.
  1. Viewing Logs from a Remote Server
    You can also use less to view logs on remote servers via SSH:
ssh user@remote-server "cat /var/log/syslog" | less

This allows you to browse remote logs interactively as if they were local.

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To understand the differences between log tracing and logging, take a look at our article on Log Tracing vs. Logging.

Multitail Command

The multitail command is an essential tool for users who need to monitor multiple log files at once in real time.

Unlike the traditional tail -f command, which follows a single log file, multitail offers a split-screen view, allowing you to track multiple logs side by side.

This makes it incredibly useful for system administrators and developers when troubleshooting, analyzing system activity, or correlating events from different log sources.

Key Features of Multitail

  • Multiple Log Monitoring: View multiple log files in separate sections within one terminal window, making it easy to compare and analyze logs from different sources.
  • Color Highlighting: Supports syntax highlighting to help differentiate between various log entries, making logs easier to read and understand.
  • Merging Logs: Combine multiple log files into a single view, allowing you to correlate events across logs for more effective troubleshooting.
  • Interactive Interface: Scroll through logs, pause output, and search for specific text patterns, giving you greater control over the log monitoring process.
  • Remote Log Monitoring: Easily monitor logs from remote servers via SSH, providing flexibility in managing logs across different systems.

Installation

multitail can be installed on most Linux distributions via the package manager. Here's how:

  • Debian/Ubuntu:
sudo apt install multitail
  • CentOS/RHEL:
sudo yum install multitail
  • Fedora:
sudo dnf install multitail

Basic Usage

  1. Monitor Two Logs Simultaneously
    To view two logs at the same time in separate sections of your terminal, use:
multitail /var/log/syslog /var/log/auth.log
  1. Merge Logs into a Single View
    Combine two log files into a single view with:
multitail -I /var/log/syslog -I /var/log/auth.log
  1. Use Color Highlighting
    Enhance readability by applying color schemes to your logs. For example, to view Apache access logs with syntax highlighting:
multitail -cS apache /var/log/apache2/access.log
  1. Follow Remote Logs
    Monitor logs from a remote server using SSH and stream them into multitail:
ssh user@remote-server "tail -f /var/log/syslog" | multitail -
  1. Filter and Search Logs
    To highlight specific log entries, like those containing "ERROR", use:
multitail -ex "ERROR" /var/log/syslog

lnav (Log File Navigator) is a versatile and user-friendly tool for viewing and analyzing log files in real-time.

Unlike simpler utilities like tail and less, lnav provides advanced features such as syntax highlighting, log merging, and built-in search, making it a great choice for more complex log monitoring tasks.

It’s ideal for users who need more insight into log data without switching between multiple tools.

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For a comprehensive guide on log rotation in Linux, check out our blog post on Log Rotation in Linux.

Key Features of lnav

  • Real-Time Log Monitoring: Automatically updates as new log entries are added, making it ideal for tracking logs dynamically.
  • Syntax Highlighting: Colorizes log entries to make them easier to read and interpret, with support for various log formats (e.g., Apache, system logs).
  • Log Merging: Allows users to view and analyze multiple log files in a single view, helping to correlate events across different sources.
  • Search and Navigation: Built-in search functionality allows for fast searching within logs, with support for regular expressions and keyword searches.
  • Filtering: Filter log entries based on various criteria to focus on important events.
  • Interactive Interface: Offers a scrollable and interactive log viewer that makes it easy to navigate through large log files.

Installation

lnav can be easily installed on most Linux distributions using the package manager:

  • Debian/Ubuntu:
sudo apt-get install lnav
  • CentOS/RHEL:
sudo yum install lnav
  • Fedora:
sudo dnf install lnav

Basic Usage

  1. Open a Log File
    To start using lnav, simply open a log file for viewing:
lnav /var/log/syslog

This opens the syslog file and displays it with color-coded entries for easier reading.

  1. Monitor Log Files in Real-Time
    lnav updates automatically as new log entries are added. There’s no need for an explicit -f option as with tail; just open the log and watch it refresh in real-time:
lnav /var/log/syslog
  • It continuously updates the display with new logs.
  1. Search Within a Log File
    You can search for specific terms or patterns by pressing / and typing the search query. To find the next match, press n, and to go back to the previous match, press N.
  2. Merge Multiple Log Files
    To view and analyze multiple log files in a single window, simply specify the paths to the files:
lnav /var/log/syslog /var/log/auth.log

This allows you to correlate events from different log files side by side.

  1. Filter Log Entries
    To filter out specific entries, use lnav's powerful filtering capabilities. For example, you can filter by level or by a keyword:
lnav /var/log/syslog /var/log/auth.log

After opening the logs, press : to bring up the filter menu, then type the filter criteria (e.g., level=ERROR).

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To learn about Python logging with structlog, check out our detailed guide on Python Logging with Structlog.
  1. Use the Query Language for Advanced Filtering
    lnav supports a query language for more advanced log filtering. For example, you can use queries to filter by date, log level, or specific keywords, which allows you to dig deeper into your logs.

Combining lnav with Other Commands

  1. Viewing Logs from a Remote Server
    To view logs from a remote server, you can pipe remote log output into lnav over SSH:
ssh user@remote-server "cat /var/log/syslog" | lnav

This lets you monitor logs from remote servers as if they were local.

  1. Use Regular Expressions for Advanced Search
    You can use regular expressions in the search bar to find complex patterns within logs, giving you more control over the search process.

Lesser-Known Tools for Real-Time Log Monitoring

While tools like tail, lnav, and less are commonly used for log monitoring, several lesser-known tools offer unique features to enhance log analysis and make real-time monitoring even more effective. Here are a couple of these tools:

1. ccze: A Log Colorizer for Better Readability

ccze is a log colorizer that enhances the readability of log files by adding color coding to different log levels and components. This tool is especially useful for quickly identifying various types of messages within log files, such as errors, warnings, or informational messages.

Installation

  • Debian/Ubuntu:
sudo apt-get install ccze
  • RedHat/CentOS:
sudo yum install ccze

Usage

To colorize a log file in real time, you can pipe the output of tail -f into ccze:

tail -f /path/to/logfile.log | ccze

This command takes the real-time output of a log file and adds color coding to make it easier to distinguish between different types of log entries. It’s particularly useful for administrators and developers who need to quickly interpret logs during troubleshooting.

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For a guide on working with systemctl logs, visit our article on Systemctl Logs.

2. klogg: A Cross-Platform Log Explorer

klogg is a modern, cross-platform log explorer that offers a graphical interface for real-time log monitoring. It provides an intuitive GUI that makes it easy to navigate, search, and filter through logs, all while offering real-time updates. This tool is perfect for users who prefer a visual interface over command-line tools.

Installation

To install klogg, you’ll need to download the appropriate version for your platform from the klogg releases page.

Features

  • Real-Time Updates: Automatically refreshes as new entries are added to the log file.
  • Advanced Search: Supports regular expressions and filters, allowing for complex searches within logs.
  • Bookmarks: Allows you to mark important entries for quick reference, making it easier to track critical events over time.

Usage

Once installed, simply launch klogg, open the log file you wish to monitor, and enjoy a fully-featured graphical interface. You can filter logs, search for specific terms, and track events as they happen, all within the convenience of a visual tool.

Best Practices for Effective Log Monitoring

To ensure that you're efficiently tracking the most important events and minimizing unnecessary noise, it's crucial to follow a set of best practices.

Here are some key strategies for effective log monitoring:

1. Use Appropriate Tools

Choosing the right tools for your monitoring needs is fundamental to making log management effective. Consider your environment, the size and type of logs you're dealing with, and your preferred way of interacting with logs (e.g., command-line, graphical interface). Some tools to consider:

  • For command-line enthusiasts: tail, lnav, multitail
  • For graphical interfaces: klogg, lnav with GUI features
  • For log colorization: ccze to enhance readability

Selecting the right tool will help you stay on top of log monitoring, making it easier to detect issues and maintain system performance.

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To learn how to manage and monitor Crontab logs, check out our article on Crontab Logs.

2. Filter Unnecessary Information

Logs can generate a lot of data, and not all of it is relevant to your immediate needs. To make log monitoring more manageable and effective:

  • Use filters to focus on critical log entries, such as errors or warnings.
  • Implement log levels (e.g., DEBUG, INFO, WARN, ERROR) to distinguish between general information and more serious issues.
  • Consider log rotation and log file retention strategies to avoid overwhelming yourself with excessive data.

For example, using grep with tail or built-in filters in tools like lnav can help you isolate logs that match specific patterns, allowing you to focus on critical events.

3. Automate Monitoring

Manual log monitoring can be time-consuming and inefficient, especially in large systems. Automating the process is a best practice to improve response times and reduce human error:

  • Set up automated alerts for specific log events (e.g., errors, security events) using tools like logwatch, swatch, or even custom scripts.
  • Use log management systems (e.g., Elasticsearch, Logstash, Kibana (ELK stack), or Splunk) to centralize and automate log collection, analysis, and alerting.
  • Consider cron jobs or systemd timers to schedule log checks and automate routine tasks.

4. Maintain Log Security

Logs can contain sensitive information, so it's important to ensure they are protected:

  • Encrypt log files to prevent unauthorized access.
  • Regularly review and clean logs to avoid storing sensitive data for longer than necessary.
  • Set appropriate permissions for log files to ensure only authorized personnel have access.

5. Keep Logs Organized and Structured

Properly organizing logs and making them easy to search and analyze is essential for efficient troubleshooting:

  • Use structured logging formats (e.g., JSON, XML) to make it easier to parse and search log data.
  • Ensure that logs from different services or systems are stored separately for better organization and clarity.
  • Implement a centralized logging system if managing multiple machines or servers, allowing for easier log aggregation and analysis.
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For an in-depth explanation of structured logging, check out our blog post on Structured Logging.

Conclusion

Real-time log monitoring is an essential aspect of system administration and development, ensuring that you can detect issues promptly and maintain the overall health of your systems.

While traditional tools like tail and less form the foundation for log monitoring, exploring more advanced and lesser-known tools like multitail, lnav, ccze, and klogg can significantly enhance your ability to efficiently track and analyze logs in real-time.

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And if you'd like to continue the conversation, our community on Discord is always open. We have a dedicated channel where you can share your specific use case and discuss it with other developers.

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Anjali Udasi

Anjali Udasi

Helping to make the tech a little less intimidating. I love breaking down complex concepts into easy-to-understand terms.