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I BUILT A GPT-6 ASTRA BACK OFFICE THAT KEEPS WORKING WHEN AGENTS FAIL

I BUILT A GPT-6 ASTRA BACK OFFICE THAT KEEPS WORKING WHEN AGENTS FAIL here is the exact architecture. the goal was…

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.

I BUILT A GPT-6 ASTRA BACK OFFICE THAT KEEPS WORKING WHEN AGENTS FAIL here is the exact architecture. the goal was simple: automate repetitive work without letting one bad agent quietly touch production. input → classify → extract → reconcile → draft → review → commit the desk uses 8 specialist seats, but only 1 can write. the other 7 research, compare, verify, and escalate inside a sandbox. Astra brings 1,050,000 tokens of context, 88.0% first-attempt success, and 99.2% within four attempts. tool calls still fail 3 to 15%, so tracing, permissions, guardrails, and human review stay in the

Posted by Gipp 🦅 (10.7k followers) 7 days ago · 154 likes · 11.6k views · view the original post on X. Kept by the Vibe Coding Radar as Agent infra & costs.

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