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Agentic Workflows

79 summarised stories about Agentic Workflows, each linking back to the original source. Browse all topics →

Wednesday, 1 July 2026

Warp CEO Zach Lloyd on why software factories are the next phase of coding

Latent Space 3 weeks ago 6 sources

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.

The Sequence AI of the Week #887: Meta's Autodata: When Models Learn to Make Their Own Lessons

TheSequence 3 weeks ago

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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