Developer Tutorials & Hands-on Setup Guides
Production-ready code walkthroughs, CLI setup guides, and local LLM deployment instructions.
Self-Hosting DeepSeek-R1 & V3
Step-by-step guide to hosting DeepSeek-R1 locally or on cloud GPUs using vLLM and SGLang.
Read Tutorial →Model Context Protocol (MCP) Setup Guide
Learn how to build and connect custom MCP servers to Claude Code and Cursor.
Read Tutorial →Prompt Caching Implementation Guide
How to structure System Prompts to slash API token input costs by up to 90%.
Read Tutorial →Local LLM Serving for Developers
Compare Ollama, LM Studio, and Jan.ai for local code completion setups.
Read Tutorial →Guaranteed JSON & Structured Outputs
Enforcing strict JSON schemas across OpenAI, Claude, and DeepSeek APIs.
Read Tutorial →AI Subscription & Usage Refresh Cycles Guide
Understand rolling 5-hour windows, monthly seats, and rate limits across Claude Pro, ChatGPT Plus, Cursor, and Copilot.
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