Construct Computer says an AI coworker gets a computer to do the work. No specific number, price, or date is provided in the article. As a result, the pitch claims you get your day back by offloading tasks to that AI.
Warp, originally a command-line tool, is pivoting toward a software factory platform called Oz that automates the entire software development lifecycle through coordinated AI agents rather than individual interactive coding. CEO Zach Lloyd expects most significant software projects to operate some form of automated factory within the next year, with companies gradually increasing automation from lower-risk repositories toward 60% or more of pull requests merged without human review. As underlying AI improves, developers will shift from writing code directly to a new discipline of "meta-engineering" — configuring and optimizing the systems that build software.
Meta published a paper describing Autodata, a system where AI agents dynamically generate training data by creating examples, testing them against models, analyzing failures, and iteratively refining their data generation approach rather than using static datasets. The method treats data creation as an agentic process with continuous feedback loops instead of pre-generating a fixed set of training examples. This shifts focus from scaling models and compute to optimizing the data generation process itself.
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