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.
EngineeringTransform from 'basic Python' to production-grade Python. Advanced OOP, decorators, generators, context managers, type hints, metaclasses, packaging, and virtual environments.
Career GuideMaster asyncio event loops, coroutines, semaphores, FastAPI dependency injection, Pydantic v2, middleware, and background tasks. The single most valuable backend skill in 2026.
Career GuideMaster autonomous AI agents. Learn ReAct execution loops, multi-agent network topologies, LangGraph state machines, custom state reducers, and the Model Context Protocol (MCP).
Career GuideMaster modern software quality assurance. Learn the Testing Pyramid, Test-Driven Development (TDD) cycles, Pytest fixture scopes, mock patching mechanics, and Playwright E2E browser tests.
Career GuideMaster coding interviews. Study Big-O complexity analysis, NeetCode 150 roadmap patterns, graph traversal algorithms, Dynamic Programming, and low-level Python data structure runtimes.
Career GuideA practical guide to building Retrieval-Augmented Generation pipelines for production applications using LangChain and vector databases.
AI/ML