Docker Container Hardening: 7 Production Security Rules
Learn essential Docker container hardening practices to secure production environments, reduce attack surfaces, and fix root permission risks.
Empowering creators with cutting-edge tech. Learn how to leverage AI and software to create work that stands out in a crowded feed.
TL;DR: The Verdict on LLM Evals A developer pastes a prompt into a playground, reads ten outputs, nods, and ships. Two days later a customer pastes a malformed product code, the model answers with a confident fabrication, and support tickets pile up. Manual spot-checking does not scale. “It looked fine in the playground” is not […]
Learn essential Docker container hardening practices to secure production environments, reduce attack surfaces, and fix root permission risks.
Learn how to set up Model Context Protocol (MCP) servers to connect AI coding agents like Claude Code and Cursor to databases, APIs, and tools.
Learn how to deploy Docker Compose V2 on a Linux VPS. Complete guide covering production configuration, environment variables, security, and networking.
Learn how to configure UFW firewall on a Linux VPS, enforce default-deny security, allow essential ports, and fix the hidden Docker firewall bypass.
Verdict Cepat / TL;DR: Setting up Nginx Proxy Manager (NPM) on your VPS gives you a clean web dashboard to manage reverse proxies, automatic Let’s Encrypt SSL certificates, and custom subdomains without touching raw NGINX configuration files. By running NPM inside Docker Compose alongside a shared container network, you can route domain traffic directly to […]
Verdict Cepat / TL;DR Charm Crush (charmbracelet/crush) is an open-source terminal AI coding agent that brings full agentic capabilities directly into your command-line interface. Built with Go and Charm’s famous TUI framework, Crush gives developers an autonomous agent capable of reading context, editing files, executing terminal commands, and managing Git workflows without leaving the shell. […]
Quick Verdict / TL;DR Choosing between Claude Code, Cursor, and GitHub Copilot in 2026 comes down to workflow architecture rather than raw intelligence models. If you need fully autonomous terminal execution, agentic file modification, and CLI script chaining, Claude Code leads with an 80.8% benchmark score on SWE-bench Verified. If you prefer a seamless graphical […]
Verdict Cepat / TL;DR If you need an autonomous CLI tool that handles full multi-file code editing, git commits, and terminal commands with zero UI distraction, Aider is the superior choice. If you prefer a visual VS Code extension with inline diff previews, architectural plans, and interactive prompt controls, Cline is the better agent. Both […]
Running large language models locally is no longer just a hobby for open-source enthusiasts. Developers, enterprise architects, and product builders are deploying local AI inference engines to cut API costs, guarantee data privacy, and achieve predictable latency. When choosing an engine to serve open-weight models like Llama 3, Mistral, or Qwen, two names dominate the […]
A comprehensive comparison of n8n vs Make (Integromat), evaluating self-hosting cost scalability, operation pricing, native LangChain AI agents, and data privacy compliance.
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