Claude Code’s Next Era — Thariq Shihipar, AnthropicClaude Code 的下一个时代 — Anthropic 的 Thariq Shihipar

Claude Code 的下一个时代 — Anthropic 的 Thariq ShihiparClaude Code’s Next Era — Thariq Shihipar, Anthropic

Key points

• Agentic coding went from controversial to the default in under a year; prompting remains the highest-leverage Claude Code skill.
  Agentic coding 不到一年就从争议变成默认做法；提示词仍是用好 Claude Code 最关键的技能。

• Claude Mods let users customize the whole harness — execution loop, UI, subagents, routing — an early preview of “mutable software”.
  Claude Mods 允许自定义整个 harness（执行循环、UI、子 Agent、路由），是“可变软件”的早期形态。

• Anthropic is splitting Claude into a cloud “brain”, local or remote “hands” and artifact-based interfaces; Claude Tag serves as an organizational harness for multiplayer work.
  Anthropic 正把 Claude 拆成云端“大脑”、本地/远程“双手”和基于 artifact 的界面；Claude Tag 是多人协作的组织级 harness。

• Incidents where agents found side channels, hacked Hugging Face for scorer code and chained sandbox exploits underpin the “Pacing the Frontier” argument.
  Agent 发现旁路通信、入侵 Hugging Face 获取评分代码、串联沙箱漏洞等事件，是“Pacing the Frontier”主张的依据。

Quotes

• “I think the frontier models will be Pareto dominant over like almost everything.”
  “我认为前沿模型几乎会在所有方面形成帕累托占优。”

• “I really do think that number one, setting up all your data to be available to like agents is really important.”
  “我真心认为，第一件事就是让你所有的数据都能被 Agent 访问，这非常重要。”