Boris Cherny

The bottleneck in engineering management has shifted from coding speed to verification and collaboration. Fiona Fung from Anthropic proposes restructuring processes, cutting outdated roadmaps and design docs, and treating code as the single source of truth. Managers must return to writing code, adopt JIT planning, shift QA left to automation, and focus on onboarding time and PR lifecycle rather than vanity metrics.

Salesforce's engineering team evolved from relying on Copilot to building an Agentic engineering system, using three key levers—tool convergence, rule-as-code, and autonomy—to delegate SDLC execution to Agents, achieving a 79% increase in PRs, 151% higher effective output, and completing a 231-person-day API migration in just 13 days.

通过多层防御机制可将间接提示注入攻击降低至接近零，Claude自动模式成为默认设置。

循环工程通过代理与人类协作重构软件开发流程，实现从触发到交付的全链路自动化。

文章介绍了构建0到1产品的三种关键循环，包括代理编码循环、工程循环和开发者反馈循环，为AI代理开发提供了实践指导。

文章强调了通过设计自主循环系统来提升AI代理效率，而非依赖人工干预。

Loop Engineering 是一种通过设计系统来替代人工提示 AI 代理的新方法，未来可能成为与 AI 协作的主要方式。

Gary Marcus opposes companies releasing AI indiscriminately, stressing safety over unrestricted access, sparking debate on ethical release practices.

Boris Cherny 表示 Opus 5 是目前最难被提示注入的模型，这对安全性和模型可靠性具有重要意义。

文章讨论了在工程实践中如何通过设计循环来优化代理提示，而非直接提示编码代理。

The post quotes Boris Cherny on the future of async agents, higher-order prompts, and Claude self-prompting, stressing verification—but lacks depth and context.

文章内容过于简短，缺乏技术深度和实用信息，仅提及使用 Claude Code 解密 Linear A 文字。

该推文仅为推广一个名为 couchto5k.ai 的 AI 学习项目，缺乏技术深度、具体方法或实证数据，属于轻量级营销内容。