An informatic Model For DNA damage repair

  https://didipostmanprojects.blogspot.com/2025/09/crispr-cas9-spring-batch-application.html Above you will find all the source code in one single file here in my Github you will find the project structure https://github.com/didipostman/CRISPR-Cas9_SpringBatchApplication -- Minds, like parachutes, function best when open. ,,,              (o o) / --------oOO--(_)--OOo--------------------\ | Wadï Mami didipostman | Github : https://www.github.com/didipostman | e-mail : wmami@steg.com.tn / didipostman77@gmail.com | ----------------------------------------/

 I started with an idea: https://thecrisprcas9model.blogspot.com/2021/12/theoretical-model-spring-batch-karp.html Then I used AI based on my idea, and it was primarily Gemini. I also used ChatGpt, DeepSeek, Grok, Microsoft Copilot, and here's what Gemini gave me in the end:  https://zenodo.org/records/21325614 Then yesterday, with the latest release of Grok 4.5, I tried the experiment again:  https://thecrisprcas9model.blogspot.com/2026/07/grok-45-opinion-about-spring-batch-as.html And if you want to know the steps and history of my idea, read my blog from oldest post to newest to get a clear idea of ​​the role of AI. https://thecrisprcas9model.blogspot.com/ - Minds, like parachutes, function best when open. ,,,                       (o o)  / --------oOO--(_)--OOo--------------------\  | Wadï Mami didipostman  | Github : https://www.github.com/didipostman  | e-mail : wmami@steg.com.tn / didipostman...

  Grok 4.5 opinion about Spring Batch as a model For Crispr Cas9 Idea and Theory : Wadï Mami Email : wmami@steg.com.tn / didipostman77@gmail.com       Spring Batch as a model for CRISPR-Cas9 is a creative conceptual analogy developed primarily by Wadï Mami (with contributions from AI discussions, including earlier Gemini models). It maps the structured, chunk-oriented batch processing of Spring Batch (a Java framework for handling large volumes of data reliably) to the molecular mechanisms of CRISPR-Cas9 gene editing. The core idea treats the genome as a massive dataset and the CRISPR-Cas9 process as a batch job that reads, processes (edits), and writes changes to that data in chunks. This bridges software engineering concepts with molecular biology, making the complex biology more intuitive for programmers and potentially useful for simulation or educational modeling.         Key Mapping in the Analogy ...

 وتعاونوا عَلَى الْبِرِّ وَالتَّقْوَىٰ وَلَا تعاونوا عَلَى الْإِثْمِ والعدوان سورة المائدة (الآية 2) يومكم سعيد لقد أديتُ واجبي بمشاركة فكرتي على منصة زينودو. للأسف، لا أستطيع المضي قدمًا، لعلّ أحدكم يجدها مفيدة ومثيرة للاهتمام ويواصل تطويرها. آخر أفكار جيميني حول  Spring Batch كنموذج  لتقنية  CRISPR-CA9:  الفكرة والنظرية: وديع مامي https://zenodo.org/records/21325614 مع أطيب التحيات، وديع مامي "Entraidez-vous dans l'accomplissement des bonnes œuvres et de la piété et ne vous entraidez pas dans le péché et la transgression." [Quran 5:2] Bonjour J'ai rempli mon devoir en partageant mon idée sur Zenodo. Malheureusement, je ne peux pas aller plus loin. Peut-être que quelqu'un la trouvera utile et intéressante et poursuivra son développement. Dernières réflexions Gemini sur Spring Batch comme modèle pour CRISPR-Cas9 : Idée et théorie : Wadï Mami https://zenodo.org/records/21325614 Cordialement Wadï Mami  Help ye one another in righteousness and piety, but help ...

  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...

  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...