Lmst

#InformationWork

Claude Code is the Inflection Point newsletter.semianalysis.com/p/claude-code-… #AI #ClaudeCode #InformationWork #change #future

Coders will stop doing code and rather request jobs to be done on their behalf.
And the magic of Claude Code is it just works. Many famous coders are finally giving into the new wave of vibe coding and now realizing that coding is effectively close to a solved problem that is better off supported by Agents than humans.
The locus of competition is shifting.
Obsessions over linear benchmarks as to what model is "best" will look quaint, akin to how fast your dial-up is compared to DSL. Speed and performance matters, and the models are what power agents, but performance will be measured as the net output of packets to make a website, not the packet quality itself. The website features of tomorrow is going to be the orchestration through tools, memory, sub-agents, and verification loops to create outcomes and not responses. And all information work is finally addressed by models.

This is the glimpse of the future. A harness that understands the context of your day-to-day job or work and can build and generate information processing as needed. Instead of creating images from reports you download from your database, an agent will generate a report with better formatting than you could do yourself within excel for you. Whenever you need to gather information about, say, a sales quota, your agent will extract the information from a UI or API and generate the report for you on your behalf.
Information work itself is going to be automated like Claude Code has automated software engineering.

Claude Code is the Inflection Point https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point #AI #ClaudeCode #InformationWork #change #future

Coders will stop doing code and rather request jobs to be done on their behalf.
And the magic of Claude Code is it just works. Many famous coders are finally giving into the new wave of vibe coding and now realizing that coding is effectively close to a solved problem that is better off supported by Agents than humans.
The locus of competition is shifting.
Obsessions over linear benchmarks as to what model is "best" will look quaint, akin to how fast your dial-up is compared to DSL. Speed and performance matters, and the models are what power agents, but performance will be measured as the net output of packets to make a website, not the packet quality itself. The website features of tomorrow is going to be the orchestration through tools, memory, sub-agents, and verification loops to create outcomes and not responses. And all information work is finally addressed by models.

This is the glimpse of the future. A harness that understands the context of your day-to-day job or work and can build and generate information processing as needed. Instead of creating images from reports you download from your database, an agent will generate a report with better formatting than you could do yourself within excel for you. Whenever you need to gather information about, say, a sales quota, your agent will extract the information from a UI or API and generate the report for you on your behalf.
Information work itself is going to be automated like Claude Code has automated software engineering.

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Version: 2025.07

Repository: https://github.com/cyevgeniy/lmst