GPT-6 Astra can work inside a browser. That makes it interesting for testing the app you just built.

OpenAI released Astra on September 3. Its launch announcement describes stronger computer use, including building websites and checking their features in the browser. Those are OpenAI's claims, not results from a Pingaling test.

A practical experiment for your next side project:

Give the agent a staging URL and one speci…

Claude Fable 5.1 has a useful update for people building with AI: cheaper cache reads.

Anthropic announced it on September 1. Its listed cache-read price is $0.25 per million tokens, down 75% from Fable 5. That cut applies to cached input, not your entire bill.

Regular input and output prices remain $10 and $50 per million tokens. Anthropic estimates around 25% savings on typical token-billed workloads. Your result dep…

I drew Moss #1! Meet my new companion.

uncle, lets make the first visit useful

im making Pingaling, and this is a small app feedback desk

reply with your app link and ONE question. for example: • can you tell who this is for from the first screen? • where would you click to try it? • what would stop you signing up?

i’ll review the first 3 landing pages here and share what i understood, where i got stuck, and one change id try

if youre reviewing someone else, tel…