Engineering Guides & AI Infrastructure Runbooks

Deterministic guides for setting up zero-cost local AI coding environments, sizing LLM clusters, and optimizing inference memory.

Free AI Coding Setup: VS Code & Cursor with Zero-Cost Models

Complete step-by-step guide to building a fully free AI coding environment using VS Code, Cursor, and open-source models.

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Cursor AI with Free Models: Complete Config & Telemetry Guide

Configure Cursor AI with free-tier models, set up telemetry tracking, and monitor usage across all providers.

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LLM VRAM & Cluster Sizing Guide

Deterministically calculate VRAM requirements, cluster sizing, and inference costs for any LLM deployment.

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Free LLM Providers & Rate Limits Directory

Browse 14+ verified free-tier LLM APIs with zero credit card required. Compare rate limits, context windows, and capabilities.

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