I have used AI for 8 hours a day, every day, since mid-summer 2025
I have tried every new tool as soon as it comes out, have stayed on top of every new feature from major labs, have integrated every new harness, have tried every skill and MCP and plugin and LLM model
And outside of some edge cases that were specific improvements to my exact workflows (which were mostly just coincidence that a new CODING TOOL also directly impacted my knowledge work workflows)
The only substantial difference AI has made has been increasing my ability to build custom tools that directly improve my outputs
This is why the “SaaS is dead” argument is flawed
Anthropic is not allocating resources to shipping features that help you build CRO optimized ecom landing pages, or write better content, or automate your email marketing
They are shipping features that make the models stronger, and some of these features may help you do the above better, but they’re not designed for it
If I’m using a tool that helps me automate CRO, I want somebody who is world class at CRO designing that tool, not Anthropic
The tool will look a lot different than it did 18 months ago because of the features Anthropic shipped
But there is not a direct correlation like everyone thinks there is
Please remember that most of the commentary you see along the lines of this 👇
Are primarily for SOFTWARE DEVELOPMENT
Reviewing code, migrating code, debugging, shipping new features etc
It is NOT for:
a) Building something from scratch
b) Doing anything knowledge work / service based / marketing etc
The agent workflow Claude Code super AI world is buildings building builders for builders (which is good)
But if you’re in the “using AI to replace your white collab job / systemize operations / run your marketing team” this sort of workflow is guaranteed to absolutely fuck everything up