How Claude Code is used in practice

Source: Anthropic Research
Image: Anthropic Research

Agentic coding has taken off. The share of GitHub projects with coding agent activity has more than doubled since late 2025,1 and Claude Code users now spend an average of 20 hours per week using the tool.2 Can people without formal coding experience successfully direct an agent through complex technical work? And what will rapid…

Opening of the original on Anthropic Research

Summary

New Anthropic research looking at interactive agentic coding. We evaluate the composition of tasks, human-AI collaboration, and success rates.

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Where the other five stand

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Hype check
2/5Worth a look

Rated low: routine. Worth knowing, not worth rearranging your day for.

Who's talking about it
Prior coverage our earlier items on the same thing
Published
Source
Anthropic Research (anthropic.com)
Company
Anthropic · Official · Research
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Questions people ask

Where can I read the full story?
On Anthropic Research. The "Read this on Anthropic Research" link above opens the original in a new tab. Subvolts publishes a summary and analysis, never the full piece.
What does this mean for Claude?
New Anthropic research looking at interactive agentic coding. We evaluate the composition of tasks, human-AI collaboration, and success rates.

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Page generated Sep 3, 2026. Summaries are Subvolts' own; the story belongs to Anthropic Research.