ai-infrastructure

AI data centers use electricity for GPU compute, cooling, and grid conversion losses, not just chips. See real training vs. inference power figures.

E2B gives AI agents isolated cloud sandboxes to run generated code safely. Learn how it works, who uses it, and how it compares to alternatives.

Together AI and Fireworks AI compared as managed inference providers for open-source LLMs: pricing, speed, models, and features.

LiteLLM gives you one OpenAI-compatible API for 100+ LLM providers. Here's how it compares to OpenRouter, Portkey, and other gateways.

vLLM uses PagedAttention to serve LLMs 4x faster than baseline. Here's how it works and how it compares to TGI, TensorRT-LLM, and Ollama.

Vector databases store embeddings and run similarity search via ANN indexes. Pinecone, Weaviate, Qdrant, pgvector — compared for 2026.