Better Stack Community

Practical Logging for PHP Applications with OpenTelemetry

Learn how to use the OpenTelemetry framework to instrument your PHP applications with code that gathers log data for observability pipelines

How To Start Logging With Log4php

Learn how to start logging with Log4php and go from basics to best practices in no time.

Monitoring Linux Authentication Logs: A Practical Guide

Learn to effectively monitor Linux authentication logs to detect security threats with this practical step-by-step guide

Logging in Microservices: 5 Best Practices

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

Instrumenting PHP Apps with OpenTelemetry Metrics

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.

Creating Grafana Dashboards for Prometheus: A Beginner's Guide

This guide will teach you how to configure Grafana for querying and visualizing Prometheus data

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.

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)

Trivy Explained: Image, Filesystem, and IaC Security Scanning

Learn how to use Trivy to scan container images, repositories, and infrastructure as code for vulnerabilities and misconfigurations. Discover how to automate security checks in your CI/CD pipeline and strengthen your software supply chain.

Dozzle: Real-Time Log Viewer for Docker Containers

Learn Dozzle for Docker container log monitoring: real-time streaming, zero-configuration setup, SQL queries with DuckDB, webhook-powered alerts, and production security. Complete guide from installation to advanced features.

Code Server: Running VS Code on Remote Servers

Learn how to set up Code Server for remote development. Discover how to run VS Code in your browser, offload resource-intensive tasks, ensure environment consistency, and access your development workspace from any device using Docker.

Exploring Podman: A More Secure Docker Alternative

This article explore Podman's features and benefits, comparing it to Docker and describing a step-by-step migration guide

W-Term: A DOM-Based Web Terminal from Vercel with Ghostty Core Support

W-Term renders terminal output as HTML div elements rather than canvas, enabling native browser text selection, copy-paste, Ctrl+F search, and screen reader support. The default engine is a ~12KB Zig-compiled WASM binary; an optional Ghostty core (~400KB) provides more complete VT emulation for complex TUI applications.

HTML-in-Canvas API: Rendering Live DOM Elements as Canvas Textures

The HTML-in-Canvas API is an experimental Chromium feature that lets you render live, interactive HTML elements directly onto a 2D or WebGL canvas. It uses a layoutsubtree attribute to keep child elements in the layout tree without painting them to the DOM, then exposes them via drawElementImage and texElementImage2D.

The Shai-Hulud Worm: A New Cross-Ecosystem Supply Chain Attack

The Shai-Hulud worm has evolved to cross from NPM into Go modules and use IDE configuration files instead of install scripts to execute malware. Here's how the attack works and how to defend against it

TypeScript 7.0: New Features and the Go-Powered Compiler Rewrite

TypeScript 7.0 rewrites the compiler in Go, cutting type-check times by up to 10x on large codebases. Here's what changed, how the new parallelism flags work, and what to expect when upgrading.

Scaling PHP Applications with RoadRunner

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

A Complete Guide to Task Scheduling in Laravel

Learn how to create and monitor scheduled tasks in a Laravel application

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

Runpod Flash: deploying serverless GPU functions from Python

Runpod Flash is a Python SDK that deploys GPU-accelerated functions to serverless cloud infrastructure using a decorator, with no Dockerfile, container registry, or deployment configuration required

Get Started with Job Scheduling in Python

Learn how to create and monitor Python scheduled tasks in a production environment

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

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.

A Beginner's Guide to Unit Testing with Pytest

Learn how to write clean, concise, and effective Python tests using Pytest's intuitive syntax, fixtures, parametrization, and rich plugin ecosystem

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.

SiYuan: Block-Based Linking, Built-in Databases, and Self-Hosted Knowledge Management

SiYuan is an open-source, local-first personal knowledge management system that assigns permanent IDs to every content block, enabling unbreakable cross-document links. It includes native databases, SQL querying, and an interactive graph view, and runs in Docker.

Apple Container Machines: Linux VMs on macOS

Apple's Container Machines bring a native, lightweight Linux VM experience to macOS, optimized for Apple Silicon. Here's how it works, how to set it up, and how it compares to Docker Desktop and OrbStack.

Devbox: Reproducible Development Environments with devbox.json and Nix

Devbox is a CLI tool that creates isolated, reproducible development shells using Nix under the hood. It stores dependencies in a devbox.json and a lockfile, supports scripts, init_hook for setup automation, and can generate Dockerfiles from the same configuration.

Pake: Package Any Website as a Desktop App with Tauri and Rust

Pake is a CLI tool that wraps any URL into a native desktop application using Tauri and the OS's built-in webview. The result is a standalone macOS/Windows/Linux app typically under 10MB. It supports custom icons, window dimensions, title bar hiding, CSS/JS injection, and system tray integration.

DigitalOcean Review 2026: Benchmarks, Pricing, and the Real Trade-offs

We benchmarked DigitalOcean's $24/month 2vCPU/4GB Droplet with real YABS results. Strong disk and network performance, but weaker CPU scores and higher pricing compared to European rivals

DigitalOcean vs. Hetzner Cloud: a side-by-side comparison for 2026

DigitalOcean vs Hetzner Cloud: compare pricing, performance, bandwidth, and managed services for 2 vCPU / 4 GB cloud servers in 2026

DigitalOcean vs. Vultr: a side-by-side comparison for 2026

DigitalOcean vs Vultr VPS comparison. Benchmarks for CPU, disk I/O, network throughput, pricing, and managed services.

DigitalOcean vs. Linode (Akamai Cloud)

DigitalOcean vs Linode in 2026: real benchmarks comparing CPU, disk, network performance, pricing, and developer ecosystem at the same $24/month tier.

Google Workspace CLI: An Agent-First Interface for the Google Workspace APIs

The gws CLI is a Rust-based tool that lets AI agents interact with the entire Google Workspace API surface through structured JSON payloads and runtime schema introspection, without static documentation or bespoke flags

Understand Anything: AI-Generated Knowledge Graphs for Large Codebases

Understand Anything is an open-source Claude Code plugin that analyzes a codebase with static analysis and multi-agent LLM processing to produce an interactive knowledge graph. The dashboard includes an AI-generated guided tour, per-node summaries, semantic tags, and a dependency path finder between any two nodes.

DESIGN.md: A Markdown Design System File for AI Coding Agents

DESIGN.md is a plain-text design system document that lives in the project root and gives AI coding agents a structured, machine-readable specification of color tokens, typography, spacing, components, and design philosophy. Originally introduced by Google Stitch.

Archon: YAML Workflow Engine for Deterministic AI Coding Agents

Archon is an open-source harness builder for AI coding agents that defines development processes as YAML DAGs, runs each workflow in an isolated Git worktree to prevent merge conflicts, and provides reusable skills so process knowledge is stored in version-controlled files rather than chat logs.

Powabase: Unified Postgres Backend with Built-in RAG, Embeddings, and Agentic Workflows

Powabase extends Supabase with pgvector, a built-in RAG pipeline, and a visual agentic workflow builder. All relational data and vector embeddings live in the same Postgres instance under the same ACID transaction boundary, eliminating sync bugs between relational and vector stores.

Redash: SQL-First Dashboards for Developers

Redash is an open-source BI tool that connects to PostgreSQL, MySQL, BigQuery, Snowflake, MongoDB, and other data sources, provides a SQL editor with schema browsing and query parameterization, and assembles the results into shareable dashboards with auto-refresh.

MinIO: S3-compatible object storage that runs locally

MinIO is an open-source object storage server that implements the Amazon S3 API. It runs in Docker on a laptop or server, accepts connections from any S3-compatible SDK, and requires no code changes when switching between local development and AWS S3 in production

PostgREST: Turning a PostgreSQL Database Directly into a REST API

PostgREST is a standalone web server that introspects a PostgreSQL schema and generates a complete REST API automatically, using PostgreSQL roles and Row Level Security for authorization instead of application-layer middleware.