Better Stack Community

How to Get Started with Logging in Django

Django comes with an integrated logging module that provides basic as well as advanced logging features. Read on to learn how to start using it in your projects

Logging in Microservices: 5 Best Practices

Learn more about the best practices for effective logging in a microservice architecture

How to Collect, Process, and Ship Log Data with Vector

Send logs and metrics to Better Stack using Vector. Configure data pipelines, transforms, and routing with our ready-to-use configuration examples.

A Beginner's Guide to JSON Logging

This comprehensive guide covers JSON logging: benefits, implementation, and best practices for maximizing your log data's value.

Instrumenting Java Apps with OpenTelemetry Metrics

This article provides a detailed guide on integrating OpenTelemetry metrics into your Java application

Essential OpenTelemetry Collector Components for Observability Pipelines

A comprehensive guide to essential OpenTelemetry Collector components for building effective observability pipelines, covering data ingestion, processing, and export capabilities.

Deploying the OpenTelemetry Helm Chart in Kubernetes

Learn how to efficiently deploy the OpenTelemetry Collector to Kubernetes using Helm charts, with practical configuration examples and operational best practices for robust observability.

Using Prometheus as a Backend for OpenTelemetry Metrics

Learn how to integrate OpenTelemetry with Prometheus 3.0 for a powerful metrics stack. Setup guide covers configuration, instrumentation, data modeling, and PromQL querying

A Complete Guide to Monitoring With Uptime Kuma

Monitoring Linux with Prometheus and Node Exporter

This guide will teach you how to install and configure Prometheus and Node Exporter for monitoring your Linux servers

Deploying Grafana on Kubernetes using Helm Charts

Learn how to deploy Grafana on Kubernetes using Helm charts, connect data sources, and create custom dashboards to visualize metrics from your applications and infrastructure.

Deploying Prometheus on Kubernetes using Helm charts

Learn how to deploy Prometheus on Kubernetes using Helm charts, configure custom targets, and set up advanced monitoring capabilities for containerized applications

What Is a Status Page? (And 5 Benefits of Getting One)

Learn what is status page, how does it work, what are the benefits and drawbacks and how to set it up.

How to Create a Developer-Friendly On-Call Schedule in 7 steps

Trying to build a new on-call schedule or just fix an existing one that doesn't work? Here is how to do it the right way.

4 On-Call Schedule Templates (With Benefits and Downsides)

Why Are Status Pages Important: 5 Reasons (And How to Get Started)

Docker Security: 14 Best Practices You Should Know

Learn 14 Docker best practices to ensure that your deployments are robust, resilient, and ready to meet the challenges of modern security threats.

Setting up Docker Swarm High Availability in Production

Learn key concepts in Docker Swarm and set up a highly available Swarm cluster that is resilient to failures

How to Monitor Docker Containers

Complete guide to Docker container monitoring. Learn docker stats, health checks, log analysis, and advanced monitoring with Prometheus. Hands-on tutorial with examples.

Automating Docker Container Updates with Watchtower

How to Configure Nginx as a Reverse Proxy for Node.js Applications

Job Scheduling in Node.js with BullMQ

This is a comprehensive guide for anyone looking to implement task scheduling with BullMQ in a Node.js application

Dockerizing Node.js Apps: A Complete Guide

This guide covers building optimized Node.js Docker images, using Docker Compose for multi-container apps, and essential Dockerfile best practices

Preventing and Debugging Memory Leaks in Node.js

Learn about Node.js memory leaks and their causes, how to debug and fix them, prevention best practices, methods for monitoring leaks.

Laravel Error Handling Patterns

Learn how to handle errors in Laravel the right way. This in-depth guide covers exception types, global and context-aware error handling, logging, debugging, and patterns to keep your app reliable and user-friendly

Containerizing Laravel Applications with Docker

Scaling PHP Applications with RoadRunner

Learn how RoadRunner's application server model outperforms traditional FPM for high-traffic PHP applications

Building Production-Ready Docker Images for PHP Apps

Learn about Docker images and containers, putting together a `Dockerfile`, and building a fully custom Docker image for deploying PHP apps to production

15 Common Errors in Python and How to Fix Them

Dealing with errors is a significant challenge for developers. This article looks at some of the most common Python errors and discusses how to fix them

Containerizing Django Applications with Docker

This article provides step-by-step instructions for deploying your Django applications using Docker and Docker Compose

Introduction to Django 6.0 Background Tasks

A practical guide to Django 6.0's built-in background tasks framework. Learn to define tasks, configure backends, run workers, and handle async operations like email sending and image processing without Celery.

Ripple UI: Building Reactive Frontends for Python Backends

Learn how Ripple UI simplifies frontend development for Python developers. Explore fine-grained reactivity with track(), build dynamic UIs without JSX, and integrate seamlessly with FastAPI backends.

RailsAdmin vs ActiveAdmin: Centralized vs Modular Admin Configuration

Compare RailsAdmin and ActiveAdmin: RailsAdmin centralizes config in one initializer, while ActiveAdmin splits settings into per-resource files in `app/admin/`.

ERB vs Slim: Which Rails Template Language Should You Use?

A practical comparison of ERB and Slim for Rails views, explaining their syntax, readability, HTML compatibility, performance, and how each template language affects collaboration between developers and designers.

ERB vs Haml: Syntax, Structure, and How They Shape Your Rails Views

A practical comparison of ERB and Haml in Rails, covering syntax, readability, structure, performance, and how each templating language affects developer workflow and template maintenance.

Haml vs Slim

Compare Haml vs Slim for Ruby and Rails views. Learn how their syntax, attributes, whitespace, and readability differ so you can choose the right template engine.

A Comprehensive Guide to Using JSON in Go

Rust vs Go vs Zig for Systems Programming

Compare Rust, Go, and Zig for systems programming. Learn their memory management approaches, performance characteristics, and when to choose each language for your next project.

Rust vs Go: A Comprehensive Language Comparison

Rust vs Go: Complete comparison of memory management, concurrency, performance, and development experience. Learn which language fits your project better

Database migrations in Go with golang-migrate

Learn how to effectively manage database schema changes in Go applications using golang-migrate, including creation, execution, rollbacks, and CI/CD integration.

How to Get Started with Unit Testing in Laravel

Testing with Cucumber

Learn Cucumber for Ruby with hands-on BDD examples. Write plain-language tests, align developers and stakeholders, and build reliable, maintainable apps.

Getting Started with Minitest

Learn Ruby testing with Minitest. Start with simple assertions, explore advanced patterns, and build maintainable apps with confidence.

A Beginner's Guide to RSpec

Learn RSpec testing for Ruby applications with this comprehensive beginner's guide. Master behavior-driven development, test organization, filtering, mocking, and setup methods to write reliable, maintainable tests that catch bugs before production.

A Look into eza, the Modern ls Replacement

Learn how to install and master eza, a modern replacement for the ls command. Discover Git integration, advanced color theming, intelligent sorting, rich icons, and powerful filtering options to transform your terminal file navigation experience.

Nix vs asdf: Which Version Manager Should You Use?

Compare Nix and asdf for managing programming language versions. Learn the key differences in version switching, dependency isolation, team collaboration, and find out which tool fits your development workflow.

Homebrew vs Nix: Which Package Manager Should You Use?

Compare Homebrew and Nix package managers for macOS. Learn the key differences in dependency handling, reproducibility, team collaboration, and find out which tool fits your development workflow.

TUFW vs GUFW: Choosing a Terminal or GUI Interface for UFW

Compare TUFW and GUFW, two UFW interfaces for Linux firewalls. Learn how they differ in workflow, remote access, error handling, and who each fits best.

Deploying Docker Containers to AWS ECR/ECS (Beginner's Guide)

This article will guide you through the process of deploying your containerized Docker applications to Amazon ECS and EC2

Microsoft's VibeVoice: Open-Source AI Voice Generation Framework

Explore Microsoft's VibeVoice, an open-source AI voice generation framework that runs offline. Learn how it handles 90-minute multi-speaker audio, real-time streaming, and zero-shot voice cloning on consumer hardware.

Persistent Memory in Claude Code with claude-mem

Explore claude-mem: an open-source persistent memory system for Claude Code that runs locally, compresses context by 10x, and enables perfect recall across coding sessions. See how it transforms AI-assisted development workflows.

GPT-5.3-Codex vs. Claude Opus 4.6

GPT-5.3-Codex vs Claude Opus 4.6: In-depth comparison of the leading AI coding assistants. See how they perform on complex migrations, 3D game creation, and UI design, plus explore new features like steerability and agent teams.

Olmo 3.1: A Look into the Open-Source LLM

Explore Olmo 3.1, the fully open-source LLM from AI2. Learn about its model variants, OlmoTrace for debugging, complete training transparency, and how it compares to proprietary models in performance and capabilities.

How Turso Eliminates SQLite's Single-Writer Bottleneck

Discover how Turso's Rust-based rewrite of SQLite introduces Multi-Version Concurrency Control (MVCC) to handle thousands of concurrent writes per second. This deep dive explains the single-writer problem, row-level versioning, and the performance gains that make SQLite viable for high-throughput applications.

What is PocketBase? Features, Limitations, and Use Cases

Explore PocketBase: an open-source, self-hosted backend with SQLite database, authentication, and file storage in a single file. Learn its features and limitations

CouchDB vs FaunaDB

Learn how CouchDB and FaunaDB handle distributed data differently through their consistency models, replication strategies, and conflict resolution approaches for building offline-first and globally consistent applications.

CouchDB vs MongoDB

Compare CouchDB and MongoDB to see which NoSQL database fits your project. Learn how their replication models, consistency, and conflict handling differ, and find out which one works best for offline apps, distributed systems, or high-traffic web platforms.