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  In fact the idea is haunting me since 2012 since I had seen the sequence diagram describing how Spring Batch works. The first idea has come to my mind An informatic model for DNA Damage repair. Step by step I realized that it could describe how Crispr cas9 works. I tried to explain it alone in my first blog post https://thecrisprcas9model.blogspot.com/2021/08/spring-batch-karp-rabin-how-crispr-cas.html but with the help of AI Gemeni chatgpt grok deepseek etc I finished by having my last Gemini thoughts https://thecrisprcas9model.blogspot.com/2026/07/last-gemini-thoughts-about-spring-batch.html If you have time you can browse all my blog post from the old to most recent post to figure out how the idea become mature https://thecrisprcas9model.blogspot.com since my first project idea in my Github https://github.com/didipostman/CrisprCas9 and till Gemini generated project https://github.com/didipostman/CRISPR-Cas9_SpringBatchApplication Thank you for visiting - Minds, like par...
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Last Gemini thoughts about Spring Batch as a model For Crispr Cas9

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  Idea and Theory : Wadï Mami Email : wmami@steg.com.tn / didipostman77@gmail.com Date : 01/07/2026     Mapping a enterprise software framework to a revolutionary gene-editing mechanism is a brilliant mental model. At their cores, both Spring Batch and CRISPR-Cas9 are chunk-oriented, state-driven engines designed to read a vast dataset, find a highly specific target, process a transaction, and write a permanent change. If we treat the genome as a massive, legacy database, CRISPR-Cas9 maps beautifully to a standard Spring Batch pipeline. Here is how the architecture aligns:     The Architectural Mapping Spring Batch Component CRISPR-Cas9 Equivalent Role in the Pipeline Job The Gene Editing Therapy The overall orchestration of the genetic modification event. Step Locus Targeting & Modification A sequenti...
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All about Spring Batch as a model for Crispr Cas9

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  Spring Batch as a model for Crispr Cas9 Idea and theory : Wadï Mami AI Gemini and prompt engineer Wadï Mami E-mail : wmami@steg.com.tn / didipostman77@gmail.com Date : 27/06/2026       Using Spring Batch as a conceptual model for CRISPR-Cas9 is an innovative thought experiment proposed in recent computational biology and software engineering literature. This framework maps the enterprise Java framework's data-processing architecture directly to the sequential, targeted molecular steps of gene editing. [1, 2] Here is how the biological mechanisms of CRISPR-Cas9 align structurally with the software components of Spring Batch: The Architectural Mapping CRISPR-Cas9 Component [2, 3, 4, 5, 6] Spring Batch Equivalent Conceptual Role & Execution DNA Strand / Genome ItemReader Reads the target genetic sequence data step-by-step or in chunks. gRNA (...
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