Piling on guardrails is the sign of a system permanently compensating for its own unreliability. There’s a better approach.

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EU moves forward on $5.8B scale-up fund to keep startups from leaving The initiative is part of a broader EU push to build up the domestic tech sector and address a long-standing shortage of ...

If you’re looking to get some dirt under your pretty, little fingernails and spin a few wrenches at the same time, you could start installing commercial grease traps… or you could do the sensible ...

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Go诞生至今已经17年。到了2026年的今天，Go生态经历了大浪淘沙般的洗牌。曾经风靡一时的保姆级“全家桶”框架逐渐失宠 ...

当前阶段，选哪个模型的影响，远小于你有没有把 Agent 工作流设计好。有研究数据表明，相同的模型在不同的 scaffold（prompt 框架、工具调用策略、上下文管理）下，SWE-bench 分数可以相差 22 分——这个差距比 Opus 4.8 和 GPT-5.5 之间的差距还大。 先把结论放前面 ...