Nvidia Nears $14 Billion Deal to Buy Hugging Face | The Pulse 9/2/2026

A rate limit that counts the tokens you asked for, not the ones you got

Spent a while assuming a 413 meant my prompt was too long. It wasn't. The prompt was 20 tokens. Groq's free tier caps you at 8,000 tokens per minute, and that budget is charged against the max_tokens…

5h ago ·dev.to

A /models list with no modality field, and five entries that can't chat

If you build a model picker by reading GET /models and dropping every id into a chat completion, you will ship a picker where a third of the options are broken. I tried it against Groq.

5h ago ·dev.to

Architecture of an Auditable Al Chatbot: Multi-Agent Routing with Open Knowledge Format

TL;DR I learned and applied Open Knowledge Format (OKF) , a vendor-neutral Markdown-and-YAML format for portable knowledge records.

• Open Knowledge Format (OKF) is a vendor-neutral, Markdown and YAML-based knowledge format.
• OKF combines YAML frontmatter with Markdown body to organize structured knowledge.
• Chatbot built with OKF acts as a knowledge-publication and retrieval system with strict gatekeeping.

5h ago ·dev.to