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Back to Claude Code’s Next Era — Thariq Shihipar, Anthropic, with Thariq Shihipar & Vibhu Sapra.

Why Does Claude Code Ask Before Coding?

Thariq Shihipar believes pretty much everyone needs the agent to pull out more requirements and collaborate, rather than being good enough to instruct the agent as it is. They have more ambiguity, and they know less than they think they know about the problem.

Ask User Question was the first time the model was good at elicitation. The skill showed up as an emergent behavior he wanted to test, drawing on a human computer interaction background from undergrad and grad school. The work is human agent interaction: the agent has to communicate with you and extract the requirements. As Claude Code has gone broader, everyone uses it in their own way, and the default behavior is very hard to change. A very good prompter sometimes just wants the work done. Someone who is not good at prompting needs the agent to clarify. The schema, the call stack, and the design details are the hard problems to settle before implementation. Figuring out unknowns will forever be a skill in agentic coding. Even if the model is super intelligent, it still needs to know what you want, and preferences still have to be pulled out.

Grokipedia·Claude Code

Transcript

Claude Code’s Next Era — Thariq Shihipar, Anthropic ·

Latent Space: The AI Engineer Podcast

More from this episode

  1. How Fast Did Claude Code Become the Default?Thariq Shihipar joined Anthropic because Claude Code had just come out, and less than 12 months later it was the default way everyone codes.
  2. What Is the Most Important Claude Code Skill?Thariq Shihipar says the most important skill for Claude Code is a mental model of Claude: how Claude thinks, what Claude can do well, what Claude can…
  3. Why Is Prompting Like Executive Communication?Thariq Shihipar says sufficiently advanced prompting is indistinguishable from sufficiently advanced executive communication.
  4. How Do Claude Code Mods Go Beyond Hooks?Thariq Shihipar says Claude Code mods run inside the TypeScript runtime and go further than hooks. Internally the feature started under the name function hooks.
  5. How Does Thariq Shihipar Treat the Bitter Lesson?Thariq Shihipar treats the bitter lesson as a rough stand-in, and he flags the label as a misuse.
  6. When Should I Use the Claude Code Harness?Thariq Shihipar says very complex coding tasks should use the Claude Code harness, while simpler or more domain-specific work can use a harness built for the…
  7. What Did People Spend on AI Before Claude Code?Thariq Shihipar says no one was used to spending more than $20 a month before Claude Code came out, and no one was used to spending $200 a month on…
  8. What Is the Paperclip Problem for AI Agents?Thariq Shihipar says more task budget is the paperclip. A model does not have to maximize paperclips.
  9. Why Should AI Labs Pace the Frontier?Thariq Shihipar says AI labs should pace the frontier because misaligned Claude behavior will not be predictable, and the next incident probably cannot be…
  10. How Does Claude Catch Jailbreaks With Probes?Thariq Shihipar says Claude catches jailbreaks by reading internal activations, because looking only at the input is not enough.
  11. How Does Claude Code Auto Mode Check Permissions?Thariq Shihipar says Claude Code auto mode checks whether an agent is acting inside the permission the user gave, while probes judge whether the intent itself…
  12. What Does Thariq Shihipar Think About AI Doom?Thariq Shihipar has a fairly low probability of doom, and he can only speak for himself.

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