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A correction clarifies that the RTX Spark does not have 600GB/s bandwidth; that figure is actually the NvLink speed, as shown in Computex slides.
The article argues that as organizations adopt LLMs for code generation, engineering practices must shift from reviewing generated code to focusing on specifications and tests, with organizational buy-in for new processes.
An open-source system that forces AI to complete a full specification before writing code appeared on GitHub, garnering 95K Stars within days, pushing AI from blind code writing to thinking before executing.
GitHub open-sourced a system that forces AI agents to write full specifications before coding, quickly garnering 95,000 stars.
This article argues that a comprehensive specification is not equivalent to code, because a spec defines a set of possible implementations while code is one concrete instance. It discusses the role of abstraction and why programmers are still needed to write specs even with automated code generation.
Hillel Wayne discusses how LLMs, while popular for writing formal specifications like TLA+ and Alloy, often produce shallow, tautological properties that fail to capture subtle bugs, based on analysis of community projects.