Insights for the Rest of Us
Analytics and AI without the intimidation. Plain-language guides to SQL, data work, and practical AI — examples you can use at work, a little humor, no PhD required.
Latest posts
All articles →
What is Qwen?
Qwen is a family across chat, API, and open weights. Use one tab and one model size for a job, and close leftover folders from older Qwen 2.5 pulls.
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…
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…
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…
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…
