GPT-6 Astra in Practice: Tests, Use Cases, and Feedback

Investor Bindu Reddy says OpenAI will launch something new next week, guesses it could be Astra 6.5, and believes they can pull it off.

A leak says Moonshot wants more Blackwell GPUs to train K4 with the goal of beating GPT-6 Astra and Sonnet 5.5, though there are no official specs or timeline.

A robot was given bread, a knife and a blanket-wrapped doll and told to cut what isn't bread; GPT-6 Astra and Claude Fable 5.1 tried to cut the doll in only 5% of trials, while GPT-6 Sol and GPT-5.6 Sol did so in 100%.

The author gave Dots a task to watch support email and Slack and fix any bug that appears three times; overnight it read 412 old tickets, found a currency rounding bug affecting only euro orders over €99, opened a PR and sent a single decision message.

The author outlines a Dots architecture with one founder and 15 specialist roles, linked by work packets across build, launch, revenue and operations loops.

A post describes Dots as a digital workforce where Astra handles strategy and Sol runs high-volume execution, with each agent getting its own cloud computer and browser.

The author lists Daytona, E2B, OpenHands, SWE-agent, Serena, Repomix, DeepEval and Langfuse to form an agent workflow from repo to reasoning, execution, verification, retry and deployment, arguing the key is a workspace where the agent can check and retry its own work.

A user removed Clio's ChatGPT Astra plugin, saying headless control of Clio is locked behind its Vincent upsell and that legal research questions to Astra get rerouted to Vincent.

A $200-plan user says the same GPT-6 Astra Sol High workload that once lasted over a day now reaches 65% usage within hours, and suspects quotas were tightened after the reset.

A coded order sent under Napoleon in 1809 went unread for 217 years until a SentinelOne engineer deciphered it with GPT-6 Astra in six hours, revealing that Austria would be attacked from all sides.

The same job costs $7.50 on GPT-6 Astra and $1.50 on Sol, while Astra Ultrafast runs to $45, and the post walks through the published rates to explain the 5x and 30x gaps.

A podcast interview with OpenAI's Thibault Sottiaux covers the DevDay launches, how GPT-6.1 Sol differs from Astra, calling AI agents by phone, the $500 plan and whether OpenAI has reached AGI.