~/infrastructure
The metal behind the intelligence. From self-hosting Llama-3 to optimizing vector databases and serverless cold starts.
Jan 25, 2026
The Economics of Self-Hosting Llama-3
Should you rent the GPU or the API? A detailed cost breakdown of running Llama-3 70B on your own hardware versus paying per token.
Jan 22, 2026
Cold Starts Will Kill Your Agent
Serverless functions are great for APIs, but terrible for Agents. Why loading a vector DB connection and tokenizer in a Lambda is a recipe for 10-second latency.
Jan 10, 2026
The 2026 AI Hosting Benchmarks: Vercel vs. DigitalOcean vs. AWS
Where should you host your AI wrappers? We compare frontend speed vs. GPU compute costs.