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  • Studio 4 Eyewear’s collections showcase an impressive range of designs—from classic, minimalist frames to bold, contemporary shapes. The brand focuses on premium materials such as acetate, titanium, and stainless steel, ensuring that every pair delivers both elegance and endurance. The craftsmanship reflects meticulous attention to detail, creating eyewear that feels as good as it looks.

    https://www.a1jinternational.com/easy-4-pro-eyewear
    Studio 4 Eyewear’s collections showcase an impressive range of designs—from classic, minimalist frames to bold, contemporary shapes. The brand focuses on premium materials such as acetate, titanium, and stainless steel, ensuring that every pair delivers both elegance and endurance. The craftsmanship reflects meticulous attention to detail, creating eyewear that feels as good as it looks. https://www.a1jinternational.com/easy-4-pro-eyewear
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  • Vacuum Insulated Glazing Market Surges to USD 377.5 Million by 2030, Revolutionizing Energy-Efficient Building Envelopes

    The global Vacuum Insulated Glazing (VIG) market was valued at USD 230.1 million in 2022 and is projected to reach USD 377.5 million by 2030, growing at a CAGR of 7.3% during the forecast period. This revolutionary glass technology, which creates a vacuum between two glass panes to achieve exceptional thermal insulation

    Read our full Report: https://www.24chemicalresearch.com/reports/244706/global-vacuum-insulated-glazing-forecast-market-2023-2030-185

    #VacuumInsulatedGlazing #VIG #EnergyEfficiency #ThermalInsulation #BuildingEnvelope #Fenestration #LowUValue #CommercialConstruction #NetZeroBuildings #AcousticInsulation #UrbanSoundproofing #SmartGlass
    Vacuum Insulated Glazing Market Surges to USD 377.5 Million by 2030, Revolutionizing Energy-Efficient Building Envelopes The global Vacuum Insulated Glazing (VIG) market was valued at USD 230.1 million in 2022 and is projected to reach USD 377.5 million by 2030, growing at a CAGR of 7.3% during the forecast period. This revolutionary glass technology, which creates a vacuum between two glass panes to achieve exceptional thermal insulation Read our full Report: https://www.24chemicalresearch.com/reports/244706/global-vacuum-insulated-glazing-forecast-market-2023-2030-185 #VacuumInsulatedGlazing #VIG #EnergyEfficiency #ThermalInsulation #BuildingEnvelope #Fenestration #LowUValue #CommercialConstruction #NetZeroBuildings #AcousticInsulation #UrbanSoundproofing #SmartGlass
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  • Prêts à faire le plein de bonnes affaires sans exploser votre budget ? Grâce à notre dernier article, découvrez les 90 meilleures offres du Prime Day à moins de 100 $ ! De Roku à Instant Pot, nous avons trouvé des pépites qui vont vous faire sourire.

    Je me rappelle d'une fois où j'ai acheté un chargeur à prix réduit et j'ai pu sauver ma journée de travail grâce à lui ! Ne sous-estimez jamais le pouvoir d'un bon gadget. Qui sait, peut-être qu’un de ces articles sera votre prochain meilleur ami ?

    Ne laissez pas passer ces bonnes affaires, car elles ne seront pas là longtemps !

    https://www.wired.com/story/best-prime-day-deals-under-100-october-2025-1/

    #PrimeDay #BonnesAffaires #Technologie #ShoppingMalin #AstucesAchat
    🎉 Prêts à faire le plein de bonnes affaires sans exploser votre budget ? Grâce à notre dernier article, découvrez les 90 meilleures offres du Prime Day à moins de 100 $ ! De Roku à Instant Pot, nous avons trouvé des pépites qui vont vous faire sourire. 😄 Je me rappelle d'une fois où j'ai acheté un chargeur à prix réduit et j'ai pu sauver ma journée de travail grâce à lui ! Ne sous-estimez jamais le pouvoir d'un bon gadget. Qui sait, peut-être qu’un de ces articles sera votre prochain meilleur ami ? Ne laissez pas passer ces bonnes affaires, car elles ne seront pas là longtemps ! 👉 https://www.wired.com/story/best-prime-day-deals-under-100-october-2025-1/ #PrimeDay #BonnesAffaires #Technologie #ShoppingMalin #AstucesAchat
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    90 Best Prime Day Deals Under $100 (2025): Chargers, Earbuds, and More
    We've scoured Amazon for the best deals under a Benjamin, from Roku to Instant Pot.
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  • U.S. Maleic Anhydride Market Opportunities, Drivers, and Long-Term Outlook (2019-2026)

    U.S. Maleic Anhydride Market Overview

    Maximize Market Research is a Business Consultancy Firm that has published a detailed analysis of the “U.S. Maleic Anhydride Market”. The report includes key business insights, demand analysis, pricing analysis, and competitive landscape. The analysis in the report provides an in-depth aspect at the current status of the U.S. Maleic Anhydride Market, with forecasts outspreading to the year.

    Gain Valuable Insights – Request Your Complimentary Sample Now @ https://www.maximizemarketresearch.com/request-sample/39752/

    U.S. Maleic Anhydride Market Scope and Methodology:

    The market research report for U.S. Maleic Anhydride provides comprehensive information on important factors, such as those that are expected to drive the industry's growth and future obstacles. This report provides stakeholders with a thorough understanding of the investment opportunities, product offerings, and competitive landscape of the U.S. Maleic Anhydride industry. Furthermore, it is covered in the research are the sector quantitative and qualitative aspects. Within the framework of the MMR research, regional markets for the U.S. Maleic Anhydride Market are evaluated in great detail.

    A full description of each of the major and some of the minor components is provided by the study. Using information from primary and secondary sources, the U.S. Maleic Anhydride Market was created. A number of experts and academics viewpoints, official websites, scientific publications, and annual reports.

    U.S. Maleic Anhydride Market Segmentation

    By Product

    • Solid
    • Molten
    • Brittle

    By Application

    • Unsaturated Polymer Resin (UPR)
    • Fumaric, Malic, Maleic & Succinic Acids
    • Specialty Products (1, 4 BDO)
    • Lubricant Oil Additives
    • Agricultural Chemicals
    • Styrene Copolymers
    • Others

    Feel free to request a complimentary sample copy or view a summary of the report @ https://www.maximizemarketresearch.com/request-sample/39752/

    U.S. Maleic Anhydride Market Regional Insights

    The market size, growth rate, import and export by region, and other relevant variables are all thoroughly analysed in this research. Understanding the U.S. Maleic Anhydride market conditions in different countries is feasible because to the researchs geographic examination. Africa, Latin America, the Middle East, Asia Pacific, and Europe put together make up the U.S. Maleic Anhydride market.

    U.S. Maleic Anhydride Market Key Players

    • Huntsman Corporation
    • Lanxess AG
    • Flint Hills Resources
    • Ashland Inc
    • BASF SE
    • Malaysia Chemical Exporters
    • United Raw Material Pte. Ltd
    • Helm Korea
    • Yongsan Chemicals Inc
    • Optimistic Organic Sdn. Bhd
    • Thirumalai Chemicals Ltd.

    Key questions answered in the U.S. Maleic Anhydride Market are:

    What is U.S. Maleic Anhydride Market?
    What is the growth rate of the U.S. Maleic Anhydride Market?
    Which are the factors expected to drive the U.S. Maleic Anhydride Market growth?
    What are the different segments of the U.S. Maleic Anhydride Market?
    What growth strategies are the players considering to increase their presence in U.S. Maleic Anhydride Market?
    What are the upcoming industry applications and trends for the U.S. Maleic Anhydride Market?
    What are the recent industry trends that can be implemented to generate additional revenue streams for the U.S. Maleic Anhydride Market?
    Who are the leading companies and what are their portfolios in U.S. Maleic Anhydride Market?
    What segments are covered in the U.S. Maleic Anhydride Market?
    Explore More Market Reports:


    Global Electrical Insulation Materials Market https://www.maximizemarketresearch.com/market-report/global-electrical-insulation-materials-market/101686/

    Global Virtual Pipeline Systems Market https://www.maximizemarketresearch.com/market-report/global-virtual-pipeline-systems-market/63382/

    About Maximize Market Research:

    Maximize Market Research is a multifaceted market research and consulting company with professionals from several industries. Some of the industries we cover include medical devices, pharmaceutical manufacturers, science and engineering, electronic components, industrial equipment, technology and communication, cars and automobiles, chemical products and substances, general merchandise, beverages, personal care, and automated systems. To mention a few, we provide market-verified industry estimations, technical trend analysis, crucial market research, strategic advice, competition analysis, production and demand analysis, and client impact studies.

    Contact Maximize Market Research:

    3rd Floor, Navale IT Park, Phase 2

    Pune Banglore Highway, Narhe,

    Pune, Maharashtra 411041, India

    sales@maximizemarketresearch.com

    +91 96071 95908, +91 9607365656
    U.S. Maleic Anhydride Market Opportunities, Drivers, and Long-Term Outlook (2019-2026) U.S. Maleic Anhydride Market Overview Maximize Market Research is a Business Consultancy Firm that has published a detailed analysis of the “U.S. Maleic Anhydride Market”. The report includes key business insights, demand analysis, pricing analysis, and competitive landscape. The analysis in the report provides an in-depth aspect at the current status of the U.S. Maleic Anhydride Market, with forecasts outspreading to the year. Gain Valuable Insights – Request Your Complimentary Sample Now @ https://www.maximizemarketresearch.com/request-sample/39752/ U.S. Maleic Anhydride Market Scope and Methodology: The market research report for U.S. Maleic Anhydride provides comprehensive information on important factors, such as those that are expected to drive the industry's growth and future obstacles. This report provides stakeholders with a thorough understanding of the investment opportunities, product offerings, and competitive landscape of the U.S. Maleic Anhydride industry. Furthermore, it is covered in the research are the sector quantitative and qualitative aspects. Within the framework of the MMR research, regional markets for the U.S. Maleic Anhydride Market are evaluated in great detail. A full description of each of the major and some of the minor components is provided by the study. Using information from primary and secondary sources, the U.S. Maleic Anhydride Market was created. A number of experts and academics viewpoints, official websites, scientific publications, and annual reports. U.S. Maleic Anhydride Market Segmentation By Product • Solid • Molten • Brittle By Application • Unsaturated Polymer Resin (UPR) • Fumaric, Malic, Maleic & Succinic Acids • Specialty Products (1, 4 BDO) • Lubricant Oil Additives • Agricultural Chemicals • Styrene Copolymers • Others Feel free to request a complimentary sample copy or view a summary of the report @ https://www.maximizemarketresearch.com/request-sample/39752/ U.S. Maleic Anhydride Market Regional Insights The market size, growth rate, import and export by region, and other relevant variables are all thoroughly analysed in this research. Understanding the U.S. Maleic Anhydride market conditions in different countries is feasible because to the researchs geographic examination. Africa, Latin America, the Middle East, Asia Pacific, and Europe put together make up the U.S. Maleic Anhydride market. U.S. Maleic Anhydride Market Key Players • Huntsman Corporation • Lanxess AG • Flint Hills Resources • Ashland Inc • BASF SE • Malaysia Chemical Exporters • United Raw Material Pte. Ltd • Helm Korea • Yongsan Chemicals Inc • Optimistic Organic Sdn. Bhd • Thirumalai Chemicals Ltd. Key questions answered in the U.S. Maleic Anhydride Market are: What is U.S. Maleic Anhydride Market? What is the growth rate of the U.S. Maleic Anhydride Market? Which are the factors expected to drive the U.S. Maleic Anhydride Market growth? What are the different segments of the U.S. Maleic Anhydride Market? What growth strategies are the players considering to increase their presence in U.S. Maleic Anhydride Market? What are the upcoming industry applications and trends for the U.S. Maleic Anhydride Market? What are the recent industry trends that can be implemented to generate additional revenue streams for the U.S. Maleic Anhydride Market? Who are the leading companies and what are their portfolios in U.S. Maleic Anhydride Market? What segments are covered in the U.S. Maleic Anhydride Market? Explore More Market Reports: Global Electrical Insulation Materials Market https://www.maximizemarketresearch.com/market-report/global-electrical-insulation-materials-market/101686/ Global Virtual Pipeline Systems Market https://www.maximizemarketresearch.com/market-report/global-virtual-pipeline-systems-market/63382/ About Maximize Market Research: Maximize Market Research is a multifaceted market research and consulting company with professionals from several industries. Some of the industries we cover include medical devices, pharmaceutical manufacturers, science and engineering, electronic components, industrial equipment, technology and communication, cars and automobiles, chemical products and substances, general merchandise, beverages, personal care, and automated systems. To mention a few, we provide market-verified industry estimations, technical trend analysis, crucial market research, strategic advice, competition analysis, production and demand analysis, and client impact studies. Contact Maximize Market Research: 3rd Floor, Navale IT Park, Phase 2 Pune Banglore Highway, Narhe, Pune, Maharashtra 411041, India sales@maximizemarketresearch.com +91 96071 95908, +91 9607365656
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  • Accurate & Reliable DNA Test Lab in Hyderabad, Telangana

    The cost of a DNA test in Hyderabad is determined by several factors, such as the purpose of the test or whether there are any legal formalities involved. If you're from Hyderabad/Telangana and looking for a DNA test lab and its cost, your search ends here.

    DNA Forensics Laboratory can be one of your best choices for DNA tests in India, including Hyderabad. Here, we provide top-quality testing and reliable results. Whether you need a DNA test for personal reasons, legal matters, or immigration purposes, knowing the cost in advance helps you plan better. We offer accurate and dependable DNA tests in Hyderabad at competitive prices.

    Call us at +91 8010177771 or WhatsApp us at +91 9213177771.

    Visit us: https://www.dnaforensics.in/dna-test-in-hyderabad-telangana/

    #DNAtestcostinhyderabad
    #DNAtestpriceinhyderabad
    #DNAlabsinhyderabad
    Accurate & Reliable DNA Test Lab in Hyderabad, Telangana The cost of a DNA test in Hyderabad is determined by several factors, such as the purpose of the test or whether there are any legal formalities involved. If you're from Hyderabad/Telangana and looking for a DNA test lab and its cost, your search ends here. DNA Forensics Laboratory can be one of your best choices for DNA tests in India, including Hyderabad. Here, we provide top-quality testing and reliable results. Whether you need a DNA test for personal reasons, legal matters, or immigration purposes, knowing the cost in advance helps you plan better. We offer accurate and dependable DNA tests in Hyderabad at competitive prices. Call us at +91 8010177771 or WhatsApp us at +91 9213177771. Visit us: https://www.dnaforensics.in/dna-test-in-hyderabad-telangana/ #DNAtestcostinhyderabad #DNAtestpriceinhyderabad #DNAlabsinhyderabad
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  • Have you ever wondered how a logo can transform a brand’s identity?

    Groupama has just unveiled a fresh new logo that moves away from its traditional countryside roots, embracing a sleek, startup-inspired aesthetic. This shift not only modernizes their visual identity but also reflects a broader trend in the industry towards minimalism and contemporary design.

    As someone who appreciates the power of design in shaping perceptions, it's fascinating to see how brands like Groupama evolve to connect with their audience. What do you think about this new direction?

    Check out the full article for more insights!
    https://www.grapheine.com/actulogo/nouvelle-identite-visuelle-groupama-un-logotype-en-rase-campagne
    #BrandIdentity #GraphicDesign #LogoEvolution #Groupama #StartupStyle
    🚀 Have you ever wondered how a logo can transform a brand’s identity? Groupama has just unveiled a fresh new logo that moves away from its traditional countryside roots, embracing a sleek, startup-inspired aesthetic. This shift not only modernizes their visual identity but also reflects a broader trend in the industry towards minimalism and contemporary design. As someone who appreciates the power of design in shaping perceptions, it's fascinating to see how brands like Groupama evolve to connect with their audience. What do you think about this new direction? Check out the full article for more insights! https://www.grapheine.com/actulogo/nouvelle-identite-visuelle-groupama-un-logotype-en-rase-campagne #BrandIdentity #GraphicDesign #LogoEvolution #Groupama #StartupStyle
    WWW.GRAPHEINE.COM
    Nouvelle identité visuelle Groupama, un logotype en rase campagne
    Groupama vient de dévoiler un nouveau logotype qui fait évoluer ses codes graphiques en abandonnant sa campagne au profit d'une esthétique "startup". L’article Nouvelle identité visuelle Groupama, un logotype en rase campagne est apparu en premier su
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  • Are you ready to give your iPhone 17 the protection it deserves?

    Our latest article explores the "17 Best iPhone 17 Cases and Accessories (2025)", showcasing must-have cases and screen protectors to keep your device safe and stylish. From rugged options for the adventurous to sleek designs for the minimalist, there’s something for everyone to ensure your investment is well-protected.

    I recently upgraded my own phone and found that a good case not only protects against drops but also enhances my style. It’s amazing how the right accessory can transform your device!

    Don’t wait until it’s too late—check out the article for the best options available today!

    https://www.wired.com/gallery/best-iphone-17-cases-and-accessories/
    #iPhone17 #PhoneAccessories #TechStyle #GadgetProtection #iPhoneCases
    Are you ready to give your iPhone 17 the protection it deserves? 📱✨ Our latest article explores the "17 Best iPhone 17 Cases and Accessories (2025)", showcasing must-have cases and screen protectors to keep your device safe and stylish. From rugged options for the adventurous to sleek designs for the minimalist, there’s something for everyone to ensure your investment is well-protected. I recently upgraded my own phone and found that a good case not only protects against drops but also enhances my style. It’s amazing how the right accessory can transform your device! Don’t wait until it’s too late—check out the article for the best options available today! https://www.wired.com/gallery/best-iphone-17-cases-and-accessories/ #iPhone17 #PhoneAccessories #TechStyle #GadgetProtection #iPhoneCases
    WWW.WIRED.COM
    17 Best iPhone 17 Cases and Accessories (2025)
    Protect your expensive iPhone 17, iPhone Air, or Pro iPhone with our favorite cases and screen protectors.
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  • Découvrez le concept le plus minimaliste d'une horloge ! Dans son dernier article, WhiskeyTangoHotel nous présente une horloge qui enseigne les codes QR d'une manière pour le moins originale. Bien que cet objet puisse sembler inutile à première vue, il nous rappelle l'importance de l'innovation et de la créativité dans le design.

    En tant qu'amateur de gadgets, j'apprécie toujours les créations qui sortent de l'ordinaire, même si elles ne sont pas toujours fonctionnelles. Pourquoi ne pas imaginer un projet similaire et en faire un objet de conversation lors de vos prochaines soirées entre amis ?

    Cela nous incite à penser en dehors des sentiers battus et à apprécier l'art du design, peu importe son utilité.

    Pour en savoir plus sur cette horloge insolite, lisez l'article complet ici : https://hackaday.com/2025/09/18/worst-clock-ever-teaches-you-qr-codes/

    #Innovation #DIY #DesignMinimaliste #Créativité #Horloge
    🌟 Découvrez le concept le plus minimaliste d'une horloge ! 🕰️ Dans son dernier article, WhiskeyTangoHotel nous présente une horloge qui enseigne les codes QR d'une manière pour le moins originale. Bien que cet objet puisse sembler inutile à première vue, il nous rappelle l'importance de l'innovation et de la créativité dans le design. En tant qu'amateur de gadgets, j'apprécie toujours les créations qui sortent de l'ordinaire, même si elles ne sont pas toujours fonctionnelles. Pourquoi ne pas imaginer un projet similaire et en faire un objet de conversation lors de vos prochaines soirées entre amis ? Cela nous incite à penser en dehors des sentiers battus et à apprécier l'art du design, peu importe son utilité. 👉 Pour en savoir plus sur cette horloge insolite, lisez l'article complet ici : https://hackaday.com/2025/09/18/worst-clock-ever-teaches-you-qr-codes/ #Innovation #DIY #DesignMinimaliste #Créativité #Horloge
    HACKADAY.COM
    Worst Clock Ever Teaches You QR Codes
    [WhiskeyTangoHotel] wrote in with his newest clock build — and he did warn us that it was minimalist and maybe less than useful. Indeed, it is nothing more than a …read more
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  • Saviez-vous que les URLs malveillantes sont en forte hausse et deviennent l'une des principales menaces en ligne ? Selon le rapport Human Factor 2025, le phishing et d'autres attaques basées sur ces liens embusqués se développent à une vitesse alarmante.

    C'est un rappel crucial pour nous tous de rester vigilants dans notre navigation quotidienne. J'ai moi-même été victime d'une tentative de phishing récemment, et cela m'a ouvert les yeux sur l'importance de la cybersécurité. Ne laissez pas votre garde baissée, informez-vous et protégez-vous !

    Adoptons des habitudes plus sûres en ligne et restons en sécurité ensemble.

    Pour en savoir plus, consultez l'article complet ici : https://www.muyseguridad.net/2025/08/18/las-urls-maliciosas-dominan-el-panorama-de-las-ciberamenazas/

    #CyberSécurité #Phishing #ProtectionEnLigne #SécuritéNumérique #ConscienceNumérique
    🚨 Saviez-vous que les URLs malveillantes sont en forte hausse et deviennent l'une des principales menaces en ligne ? Selon le rapport Human Factor 2025, le phishing et d'autres attaques basées sur ces liens embusqués se développent à une vitesse alarmante. C'est un rappel crucial pour nous tous de rester vigilants dans notre navigation quotidienne. J'ai moi-même été victime d'une tentative de phishing récemment, et cela m'a ouvert les yeux sur l'importance de la cybersécurité. Ne laissez pas votre garde baissée, informez-vous et protégez-vous ! Adoptons des habitudes plus sûres en ligne et restons en sécurité ensemble. 🌐✨ Pour en savoir plus, consultez l'article complet ici : https://www.muyseguridad.net/2025/08/18/las-urls-maliciosas-dominan-el-panorama-de-las-ciberamenazas/ #CyberSécurité #Phishing #ProtectionEnLigne #SécuritéNumérique #ConscienceNumérique
    WWW.MUYSEGURIDAD.NET
    Las URLs maliciosas dominan el panorama de las ciberamenazas
    Las URLs maliciosas están creciendo a un ritmo exponencial para convertirse en uno de los principales vectores de ataque, según revela el informe Human Factor 2025 Report que revela una fuerte escalada del phishing y las amenazas basadas en estas di
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  • Have you ever wondered how to bridge the gap between tech and business teams for better product alignment?

    In the latest episode of Café du Produit, host Ève de la Grange dives into this very topic with experts Antoine Mazure and Rémi Flipo. They discuss the importance of Domain-Driven Design (DDD) in aligning technical and business objectives, ensuring that both teams work harmoniously towards a common product goal.

    Reflecting on my own experiences, I’ve seen firsthand how effective communication and a shared vision can transform project outcomes. Implementing DDD principles could be your game-changer!

    Are you ready to enhance collaboration in your teams? Discover more insights in the full article!

    https://blog.octo.com/compte-rendu-du-cafe-du-produit-37--aligner-les-equipes-metier-et-tech-grace-au-ddd

    #ProductManagement #DomainDrivenDesign #TeamAlignment #TechAndBusiness #Collaboration
    🔗 Have you ever wondered how to bridge the gap between tech and business teams for better product alignment? In the latest episode of Café du Produit, host Ève de la Grange dives into this very topic with experts Antoine Mazure and Rémi Flipo. They discuss the importance of Domain-Driven Design (DDD) in aligning technical and business objectives, ensuring that both teams work harmoniously towards a common product goal. Reflecting on my own experiences, I’ve seen firsthand how effective communication and a shared vision can transform project outcomes. Implementing DDD principles could be your game-changer! Are you ready to enhance collaboration in your teams? Discover more insights in the full article! 👉 https://blog.octo.com/compte-rendu-du-cafe-du-produit-37--aligner-les-equipes-metier-et-tech-grace-au-ddd #ProductManagement #DomainDrivenDesign #TeamAlignment #TechAndBusiness #Collaboration
    BLOG.OCTO.COM
    Compte-rendu du Café du Produit #37 :  “Aligner les équipes métier et tech grâce au DDD”
    Pour ce 37ème épisode du Café du Produit réalisé le 03/06/25 le sujet traité était and quot;Aligner les équipes tech et métier au service du produit and quot;. Au cours de cet épisode animé par Ève de la Grange, nous avons eu le plaisir d’échanger
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  • Silk Sarees You’ll Love – Timeless Grace, Modern Charm

    Silk sarees are such that they blur the lines between old school and thoroughly modern: they dress one in elegance, culture, and generosity with drama. There is a silk saree that tells your story, whether you are channeling that Bollywood diva within or the quiet minimalist. Hence, when a gorgeous saree calls your name the next time, do yourself a favour and answer it. Read More - https://indian-wedding-saree.tumblr.com/post/791833204385595392/silk-sarees-youll-love-timeless-grace-modern
    Silk Sarees You’ll Love – Timeless Grace, Modern Charm Silk sarees are such that they blur the lines between old school and thoroughly modern: they dress one in elegance, culture, and generosity with drama. There is a silk saree that tells your story, whether you are channeling that Bollywood diva within or the quiet minimalist. Hence, when a gorgeous saree calls your name the next time, do yourself a favour and answer it. Read More - https://indian-wedding-saree.tumblr.com/post/791833204385595392/silk-sarees-youll-love-timeless-grace-modern
    ·335 Views ·0 voorbeeld
  • AI and Machine Learning in Site Reliability Engineering: What’s Changing in 2025
    Site Reliability Engineering (SRE) has always been about balancing reliability with innovation. In 2025, the shift is clear—AI and Machine Learning (ML) are no longer optional, they’re core enablers of reliability. From predictive monitoring to automated incident response, AI-driven tools are redefining how IT teams ensure uptime, scalability, and performance.

    The Growing Role of AI in Reliability

    According to a Gartner 2024 report, organizations that adopt AI in IT operations (AIOps) see a 30% reduction in unplanned downtime and a 40% improvement in incident response speed. Traditional monitoring tools can detect anomalies, but AI goes further—it predicts failures before they occur.
    For example, an ML algorithm analyzing CPU, memory, and network patterns can identify unusual spikes days in advance, alerting engineers proactively. This predictive approach means fewer service disruptions and better customer experiences.

    Case Study: Google’s Predictive Reliability Model

    Google, the birthplace of SRE, has been integrating AI into reliability practices for years. In a 2024 case study, Google shared how its machine learning models reduced false-positive alerts by 60% across its cloud infrastructure. This not only freed engineers from alert fatigue but also allowed them to focus on high-value problem-solving.
    Another example is Netflix, which uses ML-driven chaos testing. By simulating unpredictable failures, their SRE Course trains AI models to respond faster, ensuring streaming reliability for over 270 million global users.

    Expert Perspectives on AI in SRE

    “AI is no longer about replacing engineers—it’s about augmenting them,” says Charity Majors, CTO of Honeycomb.io. “The future SRE isn’t just a systems thinker, but also an AI collaborator.”

    Similarly, Google Cloud’s SRE Director Ben Treynor Sloss recently emphasized that “machine learning in reliability engineering helps teams move from reactive firefighting to proactive reliability.” This shift enables organizations to scale without scaling engineering headcount linearly.

    What’s Changing in 2025

    Predictive Monitoring Becomes Standard

    Tools like Datadog and Dynatrace are embedding ML models to anticipate outages. By 2025, predictive monitoring will be a default, not a luxury.


    Automated Incident Response

    AI-powered runbooks can auto-resolve recurring issues. For example, restarting services, clearing cache, or reallocating resources can now happen without human intervention.


    AI-Enhanced Postmortems

    Post-incident analysis is moving beyond human memory. ML can analyze logs, metrics, and traces to provide unbiased root cause analysis.


    Focus on Ethical AI in Reliability

    As AI grows in SRE, questions around transparency, bias, and accountability will dominate discussions in 2025. Engineers must ensure AI decisions are explainable.


    Data-Backed Impact of AI in Reliability

    IDC predicts that by 2026, 65% of enterprises will rely on AI to reduce downtime costs.


    Forrester research shows that enterprises adopting AIOps save an average of $2.5 million annually on operational inefficiencies.


    According to Uptime Institute’s 2024 survey, human error still accounts for 70% of outages—a gap AI can significantly reduce.


    How NovelVista’s SRE Certification Can Boost Your Career

    As AI reshapes SRE, professionals must bridge the gap between reliability practices and intelligent automation. This is where NovelVista’s SRE Foundation Training becomes a game-changer. The program doesn’t just cover traditional SRE concepts like SLIs, SLOs, and SLAs—it integrates real-world applications of AI and automation in reliability engineering.

    By completing the certification, IT professionals gain:
    Hands-on exposure to modern tools like AIOps platforms.


    Insights into AI-driven incident management.


    A globally recognized credential that positions you as a future-ready reliability engineer.


    For IT leaders, this certification ensures your teams are equipped to handle the AI-powered reliability era of 2025 and beyond.

    Final Thoughts

    AI and Machine Learning are no longer buzzwords in Site Reliability Engineering—they’re the driving forces behind operational excellence in 2025. From predictive insights to automated incident response, the landscape is shifting rapidly. Engineers who adapt will thrive, and organizations that embrace AI in reliability will save millions in downtime costs.
    For professionals, the next step is clear: upskill in AI-driven reliability practices through structured training like NovelVista’s SRE certification. In a world where every second of uptime matters, AI is the new currency of reliability.
    AI and Machine Learning in Site Reliability Engineering: What’s Changing in 2025 Site Reliability Engineering (SRE) has always been about balancing reliability with innovation. In 2025, the shift is clear—AI and Machine Learning (ML) are no longer optional, they’re core enablers of reliability. From predictive monitoring to automated incident response, AI-driven tools are redefining how IT teams ensure uptime, scalability, and performance. The Growing Role of AI in Reliability According to a Gartner 2024 report, organizations that adopt AI in IT operations (AIOps) see a 30% reduction in unplanned downtime and a 40% improvement in incident response speed. Traditional monitoring tools can detect anomalies, but AI goes further—it predicts failures before they occur. For example, an ML algorithm analyzing CPU, memory, and network patterns can identify unusual spikes days in advance, alerting engineers proactively. This predictive approach means fewer service disruptions and better customer experiences. Case Study: Google’s Predictive Reliability Model Google, the birthplace of SRE, has been integrating AI into reliability practices for years. In a 2024 case study, Google shared how its machine learning models reduced false-positive alerts by 60% across its cloud infrastructure. This not only freed engineers from alert fatigue but also allowed them to focus on high-value problem-solving. Another example is Netflix, which uses ML-driven chaos testing. By simulating unpredictable failures, their SRE Course trains AI models to respond faster, ensuring streaming reliability for over 270 million global users. Expert Perspectives on AI in SRE “AI is no longer about replacing engineers—it’s about augmenting them,” says Charity Majors, CTO of Honeycomb.io. “The future SRE isn’t just a systems thinker, but also an AI collaborator.” Similarly, Google Cloud’s SRE Director Ben Treynor Sloss recently emphasized that “machine learning in reliability engineering helps teams move from reactive firefighting to proactive reliability.” This shift enables organizations to scale without scaling engineering headcount linearly. What’s Changing in 2025 Predictive Monitoring Becomes Standard Tools like Datadog and Dynatrace are embedding ML models to anticipate outages. By 2025, predictive monitoring will be a default, not a luxury. Automated Incident Response AI-powered runbooks can auto-resolve recurring issues. For example, restarting services, clearing cache, or reallocating resources can now happen without human intervention. AI-Enhanced Postmortems Post-incident analysis is moving beyond human memory. ML can analyze logs, metrics, and traces to provide unbiased root cause analysis. Focus on Ethical AI in Reliability As AI grows in SRE, questions around transparency, bias, and accountability will dominate discussions in 2025. Engineers must ensure AI decisions are explainable. Data-Backed Impact of AI in Reliability IDC predicts that by 2026, 65% of enterprises will rely on AI to reduce downtime costs. Forrester research shows that enterprises adopting AIOps save an average of $2.5 million annually on operational inefficiencies. According to Uptime Institute’s 2024 survey, human error still accounts for 70% of outages—a gap AI can significantly reduce. How NovelVista’s SRE Certification Can Boost Your Career As AI reshapes SRE, professionals must bridge the gap between reliability practices and intelligent automation. This is where NovelVista’s SRE Foundation Training becomes a game-changer. The program doesn’t just cover traditional SRE concepts like SLIs, SLOs, and SLAs—it integrates real-world applications of AI and automation in reliability engineering. By completing the certification, IT professionals gain: Hands-on exposure to modern tools like AIOps platforms. Insights into AI-driven incident management. A globally recognized credential that positions you as a future-ready reliability engineer. For IT leaders, this certification ensures your teams are equipped to handle the AI-powered reliability era of 2025 and beyond. Final Thoughts AI and Machine Learning are no longer buzzwords in Site Reliability Engineering—they’re the driving forces behind operational excellence in 2025. From predictive insights to automated incident response, the landscape is shifting rapidly. Engineers who adapt will thrive, and organizations that embrace AI in reliability will save millions in downtime costs. For professionals, the next step is clear: upskill in AI-driven reliability practices through structured training like NovelVista’s SRE certification. In a world where every second of uptime matters, AI is the new currency of reliability.
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