Harnessing the Power of Loki’s JSON Log Parsing in Grafana

Logs serve as the chat history of your application, failures, and everything in between.

Initially, these logs were simple plain text, often cumbersome and difficult to decode. However, as applications have grown in complexity, a more efficient way to interpret these logs has become necessary.

This is where structured logs come into play. Unlike chaotic plain text logs, structured logs organize information systematically, often using JSON format.

Now, let’s  understand logs better, especially how to decode JSON logs. We’ll utilize a tool called the JSON Loki pipeline stage to simplify the process.

{
"@timestamp": "2024-02-27T14:13:13.714+00:00",
"@version": "1",
"message": "{\"access-time\":\"2024-02-25T14:13:13.697+0000\",\"account-code\":\"viewsynergy.abc.com\",\"remote-address\":\"49.207.192.81\",\"host\":\"gt-cougar-547c68c464-vz2qp\",\"guid\":\"f53a7273-3e58-4d38-bc7a-0d95edbbfbce\",\"thread\":\"http-nio-8080-exec-12\",\"user\":-2,\"is-static-resource\":false,\"url\":\"/v2/payroll-config/income-tax-agent/calculate/7/100\",\"session-id\":\"cce324dfae80d3cfdcb63766b004dba4\"}",
"logger_name": "com.abc",
"thread_name": "pool-1-thread-1",
"level": "INFO",
"level_value": 20000,
"consumer-id": "0"
}

Continue reading “Harnessing the Power of Loki’s JSON Log Parsing in Grafana”

How to Build a Developer Metrics Dashboard?

In today’s modern fast world of software technology, success not only depends on writing code lines or launching new features. It depends on understanding how your team functions, finding areas for improvement, choosing the right tool for platform engineering and ultimately optimizing processes to deliver the best results possible. That’s where the use of a developer metric dashboard solution came into play.

A developer’s dashboard serves as a comprehensive central system for displaying the relevant KPIs and metrics for your engineering team. From code quality and deployment frequency to team velocity and bug resolution time, a well-designed developer metrics dashboard offers detailed insights into your teams’ performance, helping to drive continuous growth.

Continue reading “How to Build a Developer Metrics Dashboard?”

Quantum Computing : What’s the Buzz All About

Modern computers are high-speed. They can handle massive amounts of information, solve tough problems, and streamline operations effectively.

But even the strongest computers have limitations. In areas like finance, medicine, and predicting the weather, things can get so complicated that even these powerful machines struggle.

Therefore, there’s a call for innovation that can take computing to new heights.

While still in early development, quantum computing’s potential to disrupt mainstream markets is rapidly approaching.

Some companies and research institutions are already exploring its potential for tasks like drug discovery, financial modeling, and complex data analysis.

Let us explore the potential of quantum computing in various sectors and the challenges associated with it. Continue reading “Quantum Computing : What’s the Buzz All About”

Empowering Data Engineering Teams with Serverless Architecture

For organizations to make effective decisions and remain competitive, data is essential.

An enterprise stores 10 PetaBytes (PB) of data on average. In addition to being expensive to handle, such an amount of data is also challenging to evaluate to extract useful insights.

So traditional data management methods need to be closely linked with modern technologies to keep up with the increasing volumes of data.

Serverless computing relieves you of the burden of operating servers so that you can concentrate on what matters—getting value from data.

Let us explore more about the benefits of going serverless for engineering data in this blog post. Continue reading “Empowering Data Engineering Teams with Serverless Architecture”