It documents concrete failure modes of long-horizon coding agents, like reward structures that favor task completion over code quality and excessive reliance on scripted tool calls, that engineers should watch for when adopting similar models.

• articleGPT-6 Astra: an automated AI Engineer you can hire for <$6 an hourwww.latent.space
• post🌌 GPT-6 Astra from @OpenAIDevs is now generally available in GitHub Copilot.GitHub
• articleGPT-6 Astra, Looped Transformers, and Hidden ReasoningSebastian Raschka, PhD

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