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When (and why) does AI coding flip from promising to a security nightmare? Let's look under the coding hood.

Iyer said frontier AI models may become less important than localised sovereign models when it comes to market success.

The security platform Socket has recently discovered an enormous worldwide malware operation that has been dubbed "TrapDoor".

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MCP 饱受批评的几点（Token 开销、认证缺口、Server 质量） —— 是真实但可解决的工程挑战，而非生存威胁。生态系统已经在自我修正：渐进式发现和 Code Mode 大幅降低了 Token 膨胀和延迟。 2024 年，我们在搭 Demo。 2025 年，我们在写 Coding Agent。 2026 年，我们开始把 ...