def _compressed_linear_forward_on_the_fly(
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The concept that enables this is backpressure: automated feedback mechanisms (type systems, tests, linters, pre-commit hooks) that let agents detect and correct mistakes without human intervention. If you want autonomy, you need backpressure. Otherwise you end up with a slop machine. This extends to security too. Vercel's CTO makes the case that agents, the code they generate, and your secrets should live in separate trust domains, because a prompt injection buried in a log file can trick an agent into exfiltrating your credentials if everything shares one security context. Security boundaries are backpressure: they constrain what an agent can do when it goes off the rails, not just what it should do.。PDF资料是该领域的重要参考
Manual waits, heuristics