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 Fiona Fung from Anthropic proposes restructuring processes, cutting outdated roadmaps and design docs, and treating code as the single source of truth.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.

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.

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.

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。