AN OPENAI ENGINEER JUST SHOWED HOW GPT-6 ASTRA AGENTS SHOULD ACTUALLY RUN IN PRODUCTION
This is a vibe coding post classified by Jev as Agent infra & costs (a workflow), kept by the Vibe Coding Radar because it carries real work, not commentary.
AN OPENAI ENGINEER JUST SHOWED HOW GPT-6 ASTRA AGENTS SHOULD ACTUALLY RUN IN PRODUCTION most agent demos ignore the ugly part: tool calls still fail 3-15% of the time, and one bad write can break a real workflow. intake → extract → sandbox → guardrail → reviewer → write the setup uses 8 agent roles, but only 1 is allowed to commit changes. the other 7 classify, reconcile, draft, research, verify, and escalate when something looks wrong. astra brings 1,050,000 tokens of context, 88.0% first-attempt success and 99.2% within four attempts. past 272K input, pricing also jumps to 2x input and 1
Posted by Gipp 🦅 (10.7k followers) 9 days ago · 234 likes · 23.4k views · view the original post on X. Kept by the Vibe Coding Radar as Agent infra & costs.
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