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ai guide

MCP vs CLI vs API: The Real Boundaries of Agent Tool Interfaces

MCP is not going away, but its effective scope is narrower than most people think. For local development, CLI and raw API almost always beat MCP. MCP's truly irreplaceable niche is the narrow gap of 'cross-agent shared local tool layer.'

tech guide

Express.js: The Default Answer for Node.js Backends, and Why It Still Makes Sense

Express is the most mature Web framework for Node.js, with a rich middleware ecosystem and abundant learning resources. Paired with TypeScript and a clear layered architecture, it remains a justifiable choice in 2026.

tech guide

FastAPI: The Go-To Framework for Python AI Services

FastAPI is a modern Python web framework built on type hints — it auto-generates OpenAPI docs, supports native async, and delivers performance close to Node.js. It's the top choice for AI/ML services and the most worthwhile framework to learn in the Python backend ecosystem.