In theory, a powerful GenAI model could generate and deploy perfectly designed and analyzed software in perfectly optimized machine code from natural language or other instructions – or even autonomously, in its wisdom – without human review. This would remove the need for all business applications , all flavors of development platform , key software components , and most of the existing tools, processes, and roles of the software world, including developers .
Between these two extremes, the rapid advancements in TuringBots and low-code platforms point to a more realistic future for much of software:Application Generation Platforms are not and will not be magic. The category represents the evolution of practical platform engineering to take full advantage of AI , while mitigating its drawbacks.
In the short term, there are hurdles to overcome: most natural-language-based AppGen features are only suitable for generating “simple” things, and the typical security and privacy concerns with use of public LLMs apply. But AppGen is not a theory: its component parts already exist, as do modest examples of the pattern – such as the firm that told us of their experience generating a logistics app to help manage sea containers.
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Source: engadget - 🏆 276. / 63 Read more »