CoDA: A New Era Of Code Generation With Diffusion Language Models
Salesforce, Monday, November 3rd, 2025
4 min read Share article Large language models (LLMs) have become foundational to AI code understanding and generation, powering a wide range of enterprise AI workflows - from software synthesis to automated reasoning over symbolic sequences.
Despite this success, most code-focused LLMs today are autoregressive (AR): they predict the next token based only on previous context. This sequential formulation has been the default choice for language modeling, but it limits bidirectional reasoning, code infilling, and edit consistency - challenges that new approaches like diffusion language models are helping to address in enterprise settings.