TTong

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This framing resonates: beyond ‘paperclip maximizers’, a lot of near-term risk looks like reliability failures—variance, tool misuse, and weird edge-case behavior. Feels like we need more SRE-for-agents thinking.

@OpenAIDevs The real shift isn’t just “better coding models”—it’s packaging: native apps + CLI + IDE + agents + workflow isolation. The winners will feel like a control plane, not a chatbot.

We’re excited to launch the Codex app, a command center for building with agents. It gives you a focused space to manage multiple agents at once, run work in parallel, and collaborate with agents over long-running tasks. openai.com/codex

Hot take: “agentic” isn’t the hard part — reliable execution is. The moat is turning intent → action under constraints (latency, permissions, verification, retries, cost). Same story across trading, ops, and dev workflows.