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Thoughtworks Technology Podcast

AI-assisted coding: Experiences and perspectives

Nov 16, 2023
The podcast discusses the impact and reality of generative AI in software development, including advancements in AI-assisted coding, the significance of writing sequel queries correctly, understanding AI-generated code, differences between AI-generated code and traditional programming frameworks, coding assistance and TDD ping pong style, frustrations with the misunderstanding of pair programming, and the usefulness of AI-assisted coding tools.
43:43

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Quick takeaways

  • AI-assisted coding allows for a more unstructured and informal code generation process, aligning better with how humans think and write code.
  • AI-assisted coding tools offer inline assistance and auto-completion-like suggestions, but developers still need to understand and validate the generated code for correctness and security.

Deep dives

AI-assisted software development: Code generation and coding assistance

AI-assisted software development, particularly in the context of code generation and coding assistance, offers two main advantages. Firstly, it allows for a more unstructured and informal code generation process compared to traditional code generators, enabling developers to write code in natural language and have it translated into code with minimal effort. This approach aligns better with how humans think and write code. Secondly, AI-assisted coding does not aim to simply raise the abstraction level and eliminate the need for customizations. Instead, it provides assistance on all levels of code generation, from low-code and no-code applications to Java code and DSL code. This versatility allows developers to leverage large language models to create code at different abstraction levels, making it a useful tool for a wide range of software development needs. Overall, AI-assisted software development combines the power of large language models with human control and decision-making, providing developers with powerful code suggestions and productivity enhancements.

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