A rail set alongside a dangerous place as a barrier, to improve safety.
“Every lesson in this post comes from building and shipping Alyx v2. Production traces became our regression dataset. Evals became our shared language for agent behavior. CI/CD gates became the guardrail for prompt, tool, and model changes.”
“But these things are weird. I think much of the work put into harnesses are to hem and guardrail them to do the right thing, but they find creative workarounds. And I think we'll realize the best tools are ones where we let the AI decide how to tackle something.”
“Biden ran on protecting democracy and the rule of law... and he shit the bed on both counts. They were the last Democratic guardrail and they failed miserably.”
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The vocabulary of software engineers, AI researchers, and anyone living in a terminal or on GitHub — from LLM to MCP, CORS to vibe coding, agentic to enshittification.
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Every lesson in this post comes from building and shipping Alyx v2. Production traces became our regression dataset. Evals became our shared language for agent behavior. CI/CD gates became the guardrail for prompt, t…
“And they should. The last Democratic guardrail shit the bed harder than Trump shits his diaper.”
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(figurative, by extension) Any barrier designed to prevent accidents or mistakes.
Some worry that releasing open-source generative A.I. models without guardrails could provoke a backlash among regulators and the general public that could damage the entire industry.
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