Self-Hosting LLMs in 2026 — When the Math Actually Works
Practical LLM self-hosting math: GPU pricing, throughput per GPU, sustained load break-even, vLLM tuning, and when API still wins.
Practical LLM self-hosting math: GPU pricing, throughput per GPU, sustained load break-even, vLLM tuning, and when API still wins.
Why agents need sandboxed code execution, the 2026 platforms (E2B, Modal, Daytona, Fly Machines, custom microVMs), tradeoffs, and how to wire it into an agent.
Why AI gateways became standard infrastructure in 2026. The OpenAI-compatible façade pattern, LiteLLM vs Portkey vs Helicone vs OpenRouter, fallbacks, caching, observability, cost control, and how to drop one in front of an existing app.
Everything an app developer should know about load balancers — L4 vs L7, distribution algorithms, health checks, sticky sessions, and which tools to reach for in 2026.