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

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.

The author says Astra keeps running after ChatGPT is closed, so each of 5 dots is assigned a role (research, development, launch, sales, content) to form an always-on launch team.

The author says Sol handles everyday coding but needs 2-3 iterations for 3D and trails Opus 5.5, runs at only 20-30 TPS, and suggests Astra for architecture planning and Sol for implementation.

A short review says Sol offers good value for the price but 3D tasks often need multiple passes and it trails Opus 5.5, running at only 20-30 TPS, so pairing Astra for planning with Sol for implementation is recommended.

The author used GPT-6 Astra with Three.js, Blender and a custom environment skill to build an interactive lake-city 3D demo from one prompt.