Your first LLM API call on Groq's free tier
Make your first LLM API call in about ten minutes on Groq's free tier. Step-by-step tutorial with curl and Python, API key setup, and common error fixes.
Groq · LLM · API
2026-07-12
Writing
Working notes from building agentic AI in production, written up as essays. New entries post here as the work ships.
The real cost of an LLM in production: a working ledger
Token pricing is the smallest line item. A cost model for agentic workloads (context windows, retries, caching, evaluation) built the way finance would build it.
LLM · Cost · Agentic Systems
2026-07-17