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Programming with Representations (PwR)

PwR aims to redefine software methodology for the generative AI era, enabling professional software teams to process a high volume of changes, faster and better.

Microsoft Research blog

Flowchart showing natural language is transformed into a program in domain specific language using an LLM. This step is called Intent formalization. The user is able to modify, repair and query. The Program in DSL is then converted into natural language representation that can be in text or visual formats. The Program in DSL is also separatedly converted into Code via the Code Generation pipeline. This step is called Robust Code Generation.
Microsoft Research Blog

| Sameer Segal and Akash Lal

PwR uses domain-specific languages to bridge communication between developers and AI tools. Learn how it can help simplify code creation and enhance software reliability and customization, no matter your coding expertise.