Systems | Development | Analytics | API | Testing

Stop Treating Your LLM Like a Database

This article was originally published on The New Stack on Dec. 19, 2024. Imagine driving a car with a headset that only updates your view every five minutes instead of providing a continuous video stream. How long would it take before you crashed? While this type of batch processing clearly doesn’t work in the real world, it's how many systems operate today. Batch processing, born out of outdated technology constraints, forces applications to rely on static, delayed data.

How Honeybadger migrated from Sidekiq to Karafka

Background tasks are one of the core pillars when considering web applications for scale. The basic idea is simple: A client makes a request to your web application and in handling that request, your app performs several time-expensive tasks. To allow it to respond to the client faster, the app enqueues a background job to a background processing system. The background processing is then tasked with all the heavy lifting, like computations or I/O operations.

How to Create a Dashboard in Yellowfin: Step-by-Step Guide

Welcome to the final entry in Yellowfin Japan’s long-running ‘How to?’ blog series! This series of blogs has aimed to to provide your team with a step-by-step guide of how to create your own Yellowfin dashboard, starting from the design and data transformation flow, all the way to creating rich data visualizations and using the right report filters.

Top PostgreSQL Database Free Tiers in 2025

Looking for a managed PostgreSQL database with a free tier? We've got you covered. In this article, we'll explore the top PostgreSQL databases with free tiers to use for your applications in 2025. These free-tier options are perfect for side projects, MVPs, and learning how to use cloud databases. All these database solutions integrate with Koyeb, enabling you to seamlessly connect databases hosted by third-party providers to your applications running on the Koyeb platform.

Predictions 2025: AI as Cybersecurity Tool and Target

Though AI is (still) the hottest technology topic, it’s not the overriding issue for enterprise security in 2025. Advanced AI will open up new attack vectors and also deliver new tools for protecting an organization’s data. But the underlying challenge is the sheer quantity of data that overworked cybersecurity teams face as they try to answer basic questions such as, “Are we under attack?”

ESB vs. Microservices: Understanding Key Differences

Microservices are an approach to building applications that focuses on breaking down monolithic applications into independent, but loosely-connected “microservices.” ESBs and microservices are both architectural approaches for integrating applications, but they have different strengths and weaknesses. ESBs are better suited for integrating monolithic applications, while microservices are better suited for building scalable and resilient applications.

Publish your Flutter app to Google Play Store with Codemagic CI/CD

In this article, I will introduce the steps to release a Flutter app to the Google Play Store using the Codemagic CI/CD tool. If you have been uploading your app to Google Play manually and want to simplify that process, I hope you find this article helpful.

Self-Hosted Product Analytics: The Insider's Guide

Relying on third-party analytics puts your user data at risk. And as your business begins collecting more data, you also face bigger questions: Where does that data go? Who controls it? How secure is it? When it comes to hosting product analytics, companies typically choose between two common approaches: Common cloud-based analytics or self-hosted and private cloud analytics.

Mastering Multi-Cloud with Cloudera: Strategic Data & AI Deployments Across Clouds

In today’s dynamic digital landscape, multi-cloud strategies have become vital for organizations aiming to leverage the best of both cloud and on-premises environments. As enterprises navigate complex data-driven transformations, hybrid and multi-cloud models offer unmatched flexibility and resilience. Here’s a deep dive into why and how enterprises master multi-cloud deployments to enhance their data and AI initiatives.

Predictive Models Are Nothing Without Trust

Airports are an interconnected system where one unforeseen event can tip the scale into chaos. For a smaller airport in Canada, data has grown to be its North Star in an industry full of surprises. In order for data to bring true value to operations–and ultimately customer experiences–those data insights must be grounded in trust.