Author: Jose S
When a full IDE agent is overkill
A full coding agent is often overkill. Choose by job size, write a lean stack on one sticky note, and save autonomy for work that earns the review…
What is DeepSeek?
DeepSeek chat, API, and open weights are three doors from one lab. Use the site for a short FAQ. Read the Files-tab size before you clone. Open weights…
Quotas, editions, and why it stopped
When Gemini coding tools stop, classify the stoppage: plan, quota, account, policy, outage, or deprecation. Fix in order. Buying a new personal plan rarely fixes an enterprise seat…
Jev and TypeSafe AI: Inside the First System One Model and RLCD Training
TypeSafe AI and former OpenAI researcher Diogo Almeida introduced Jev, a non-autoregressive decision model trained with RLCD instead of RLHF. Learn how its three typed primitives replace flaky…
What is Llama?
Llama is a family of weight files plus runners and hosts, not one chat app. Name the door before you paste work data, and do not confuse Groq…
