Tweet by levie

April 10, 2026

I think everyone is substantially underestimating the total demand for software and automation in areas that don’t feel like “software”. Not talking about software that’s another app on your phone. Software that just automates things for companies all day long. Most companies have not been able to bring automation to most areas of work because it’s been too complex or costly to do so. Outside of tech or maybe large banks, companies don’t have an unlimited supply of engineers. They have to ration resources very selectively, which means most things don’t get funded. Further, there are many projects that never got done simply because the technology wasn’t there to solve the problem. Basically anything even remotely touching unstructured data was impossible to automate before AI, or connecting data flows between systems that deal with significant variability, for instance. This is where all the new software and automation will be applied. It will be in CPG and retail connecting marketing stacks. Pharma research is about to explode because we can automate far more tests and simulations. Bankers and investors are going to run 10X the amount of analyses on every scenario. Healthcare providers will bring automation to the every step of the process. Now that agents bring down the cost of doing this work, and because many parts of it are now possible, companies will light these projects up. This is why there demand will continue for anyone technical enough to execute this work, and why the jobs arguments will be wrong.

Author
levie
Date
April 10, 2026
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