Maximize 16GB of RAM on your home server. Part 2 debunks the container memory sharing myth, compares Bun vs Node.js, configures PM2, sets Docker cgroup limits, details Python bot optimization, and maps a complete server memory budget.
Open Windows 11 Task Manager and see hundreds of node.exe, python.exe, and bun.exe processes eating your RAM? Here is the deep dive into why this happens, how to identify the culprits, and how to stop them.
Static hosting is everywhere. But where do you host a real Node.js or Python server for free? This guide covers every platform — from Render to Oracle Cloud — with exact CPU, RAM, sleep policies, and honest trade-offs for each.
Transform from 'basic Python' to production-grade Python. Advanced OOP, decorators, generators, context managers, type hints, metaclasses, packaging, and virtual environments.
Master asyncio event loops, coroutines, semaphores, FastAPI dependency injection, Pydantic v2, middleware, and background tasks. The single most valuable backend skill in 2026.
Master autonomous AI agents. Learn ReAct execution loops, multi-agent network topologies, LangGraph state machines, custom state reducers, and the Model Context Protocol (MCP).
Master modern software quality assurance. Learn the Testing Pyramid, Test-Driven Development (TDD) cycles, Pytest fixture scopes, mock patching mechanics, and Playwright E2E browser tests.
Master coding interviews. Study Big-O complexity analysis, NeetCode 150 roadmap patterns, graph traversal algorithms, Dynamic Programming, and low-level Python data structure runtimes.
Learn to build automated web scraping pipelines with GitHub Actions. Schedule scrapers, store data, handle errors, and deploy production scraping workflows.
A practical guide to building Retrieval-Augmented Generation pipelines for production applications using LangChain and vector databases.