Artificial intelligence of things(AIoT): What is AIoT: AIoT applicationsAnusha Aravindan
AIoT(Artificial intelligence of things) is a relatively new term and has recently become a hot topic which combines two of the hottest acronyms AI( Artificial intelligence) and Internet of things (IoT)
The Internet-of-Things provides us with lots of sensor data. However, the data by themselves do not provide value unless we can turn them into actionable, contextualized information. Big data and data visualization techniques allow us to gain new insights by batch-processing and off-line analysis. Real-time sensor data analysis and decision-making is often done manually but to make it scalable, it is preferably automated. Artificial Intelligence provides us the framework and tools to go beyond trivial real-time decision and automation use cases for IoT.
I considered IoT in 15 slides in terms of:
1) What is it?
2) Where is it happening?
3) When is it happening?
4) Why is it happening?
5) How is it happening?
Edge-controlled, cloud-connected: Design patterns for the IIoTJohn Breitenbach
RTI presents a RIoT lunch and learn on the IIC's layered databus design pattern for the IIoT. Industrial systems requiring millisecond response times like autonomous vehicles, patient monitoring, and the power grid can’t push data up to the cloud for live decision making. Latencies across the wide-area network mean those decisions arrive too late. For real-time response, data must be shared and acted on locally. Some data, however, may need to be pooled via the cloud to work with back-end systems for billing, analytics, diagnostics, and other enterprise level applications. What are the recommended design patterns to satisfy both needs? Join this lunch and learn for an overview of the “big 3” architectural patterns recommended by the Industrial Internet of Things Reference Architecture. A live walkthrough of the Layered Databus pattern will demonstrate real-time, millisecond control at the edge coupled with enterprise connectivity all the way back to the Web.
In this presentation, Rushil introduces the topic of IoT and associated trends. His interest area lies implementing IoT devices that can help the small scale industries.
Artificial intelligence of things(AIoT): What is AIoT: AIoT applicationsAnusha Aravindan
AIoT(Artificial intelligence of things) is a relatively new term and has recently become a hot topic which combines two of the hottest acronyms AI( Artificial intelligence) and Internet of things (IoT)
The Internet-of-Things provides us with lots of sensor data. However, the data by themselves do not provide value unless we can turn them into actionable, contextualized information. Big data and data visualization techniques allow us to gain new insights by batch-processing and off-line analysis. Real-time sensor data analysis and decision-making is often done manually but to make it scalable, it is preferably automated. Artificial Intelligence provides us the framework and tools to go beyond trivial real-time decision and automation use cases for IoT.
I considered IoT in 15 slides in terms of:
1) What is it?
2) Where is it happening?
3) When is it happening?
4) Why is it happening?
5) How is it happening?
Edge-controlled, cloud-connected: Design patterns for the IIoTJohn Breitenbach
RTI presents a RIoT lunch and learn on the IIC's layered databus design pattern for the IIoT. Industrial systems requiring millisecond response times like autonomous vehicles, patient monitoring, and the power grid can’t push data up to the cloud for live decision making. Latencies across the wide-area network mean those decisions arrive too late. For real-time response, data must be shared and acted on locally. Some data, however, may need to be pooled via the cloud to work with back-end systems for billing, analytics, diagnostics, and other enterprise level applications. What are the recommended design patterns to satisfy both needs? Join this lunch and learn for an overview of the “big 3” architectural patterns recommended by the Industrial Internet of Things Reference Architecture. A live walkthrough of the Layered Databus pattern will demonstrate real-time, millisecond control at the edge coupled with enterprise connectivity all the way back to the Web.
In this presentation, Rushil introduces the topic of IoT and associated trends. His interest area lies implementing IoT devices that can help the small scale industries.
Alleantia - internet of things for enterprises - enabling data-driven organiz...Antonio Conati Barbaro
Overview of Alleantia strategy and solutions enabling Internet-of-Things capabilities for data-driven Enterprise business processes, for Equipment manufacturers' and any other corporate. Alleantia has developed an innovative method ('mapping of the DNA of Things) for creating software objects of any device, existing and new, and a IoT Application Platform for creating devices and applications.
Presentation shown in Q4 2013 at Pioneers', Webit, Slush, IVF and EVS.
Presentatie van Michiel Verheij, Product Owner / Consultant bij TriMM over Smart Industrie/Industrie 4.0. Deze presentatie is gegeven in het kader van de opening van het nieuwe pand van Hollander Techniek in Almelo. Deze presentatie schets het bredere kader van Smart Industry en plaatst verschillende ontwikkelingen in een specifiek perspectief. Huidige ontwikkelingen worden gekoppeld aan ontwikkelingen in het verleden zoals verschillende industriële revoluties, opkomst van mobiel etc. Er wordt ingegaan het feit dat nieuwe tools die gebruikers ter beschikking staan leiden tot nieuwe gedrag zoals nu ook zichtbaar is met Smart Industry.
Ook wordt ingegaan op de link die er dient te zijn tussen strategie en cultuur als besloten wordt om met Smart Industry aan de slag te gaan. Daarnaast wordt er belicht welke karakteristieken/competenties voor bedrijven en medewerkers van belang zijn als men met dit thema aan de slag wil.
Voor meer informatie kijk op www.trimm.nl of neem telefonisch contact op onder telefoonnummer 053-4800480
How are new IoT devices being designed, built & integrated to big data platforms such as Hadoop. Ammeon design such systems to integrate with and provide critical support for new device creators to bring their products to market.
Internet of Things (IoT) and Artificial Intelligence (AI) can be described as the communication services with connections of things to things and things to humans.
Check more info: http://bit.ly/2yZe0lC
Call Us: +91-9741117750
De Revolutie van het Industrial Internet of ThingsMichiel Verheij
De Revolutie van het Industrial Internet of Things. Keynote presentatie voor congres Industrial Ethernet 17 maart 2016 in de Kuip in Rotterdam. Thema van de presentatie is geschiedenis van IIoT, het heden, de toekomst en hoe om te gaan met deze ontwikkelingen als organisatie. Deze presentatie is gegeven door Michiel Verheij, consultant / product owner bij TRIMM (www.trimm.nl, https://nl.linkedin.com/in/michielverheij)
Cognitive Digital Twin by Fariz SaračevićBosnia Agile
Data are driving the world today and they are becoming world's precious currency. Continuous Engineering, the default set of applications for enterprise software development, produce a wealth of data but it is hard to understand its value. What if you could find hidden patterns in your data your development teams create? What if you could discover ways to improve your team's performance? This presentation reviewed some of the different ways the Collaborative Lifecycle Management team (http://jazz.net) is utilizing Watson Analytics to gain insights into and improve efficiency with their own processes.
Will Edge Computing IoT Solutions be a Real Trend in 2019?Tyrone Systems
Edge computing is a method of optimizing Internet of Things applications by performing data processing at the edge of the network, near the source of the data. Edge computing IoT technology is attracting huge investments, to ensure security, ruggedness and establish ROI driven use cases.
The Internet, You Ain't Seen Nothing Yet. NIOC2015Michiel Verheij
The Internet, You Ain't Seen Nothing Yet
Het world wide web is relatief jong maar heeft in zijn korte bestaan toch al een enorme invloed op de samenleving gehad en deze invloed zal in de komende jaren exponentieel toenemen. Tot voor kort waren fysiek en digitaal twee gescheiden werelden. De komende jaren zullen deze twee wereld verder versmelten met enorme gevolgen voor de samenleving waarvan een aantal al duidelijk zichtbaar zijn. Tijdens onze interactieve presentatie zullen wij dieper ingaan op een aantal actuele ontwikkelingen zoals de invloed van Mobiel, The Internet of Things, Fog Computing, Privacy en Big Data.
CIO CFO Planning Forum London 2016 Talking as independent expert without any company references. All views/opinions are solely Ajay Kumar Uppal / speaker at the Forum.
With the launch of Guided Configuration and offcourse SAP HANA, S/4 HANA; the configuration work has become easier and companies can save up to 75% of configuration efforts. Also the Guided Configuration tool helps to validate and accurately compose this important exercise by removing any human errors as experienced in traditional use of IMG , SPRO.
Alleantia - internet of things for enterprises - enabling data-driven organiz...Antonio Conati Barbaro
Overview of Alleantia strategy and solutions enabling Internet-of-Things capabilities for data-driven Enterprise business processes, for Equipment manufacturers' and any other corporate. Alleantia has developed an innovative method ('mapping of the DNA of Things) for creating software objects of any device, existing and new, and a IoT Application Platform for creating devices and applications.
Presentation shown in Q4 2013 at Pioneers', Webit, Slush, IVF and EVS.
Presentatie van Michiel Verheij, Product Owner / Consultant bij TriMM over Smart Industrie/Industrie 4.0. Deze presentatie is gegeven in het kader van de opening van het nieuwe pand van Hollander Techniek in Almelo. Deze presentatie schets het bredere kader van Smart Industry en plaatst verschillende ontwikkelingen in een specifiek perspectief. Huidige ontwikkelingen worden gekoppeld aan ontwikkelingen in het verleden zoals verschillende industriële revoluties, opkomst van mobiel etc. Er wordt ingegaan het feit dat nieuwe tools die gebruikers ter beschikking staan leiden tot nieuwe gedrag zoals nu ook zichtbaar is met Smart Industry.
Ook wordt ingegaan op de link die er dient te zijn tussen strategie en cultuur als besloten wordt om met Smart Industry aan de slag te gaan. Daarnaast wordt er belicht welke karakteristieken/competenties voor bedrijven en medewerkers van belang zijn als men met dit thema aan de slag wil.
Voor meer informatie kijk op www.trimm.nl of neem telefonisch contact op onder telefoonnummer 053-4800480
How are new IoT devices being designed, built & integrated to big data platforms such as Hadoop. Ammeon design such systems to integrate with and provide critical support for new device creators to bring their products to market.
Internet of Things (IoT) and Artificial Intelligence (AI) can be described as the communication services with connections of things to things and things to humans.
Check more info: http://bit.ly/2yZe0lC
Call Us: +91-9741117750
De Revolutie van het Industrial Internet of ThingsMichiel Verheij
De Revolutie van het Industrial Internet of Things. Keynote presentatie voor congres Industrial Ethernet 17 maart 2016 in de Kuip in Rotterdam. Thema van de presentatie is geschiedenis van IIoT, het heden, de toekomst en hoe om te gaan met deze ontwikkelingen als organisatie. Deze presentatie is gegeven door Michiel Verheij, consultant / product owner bij TRIMM (www.trimm.nl, https://nl.linkedin.com/in/michielverheij)
Cognitive Digital Twin by Fariz SaračevićBosnia Agile
Data are driving the world today and they are becoming world's precious currency. Continuous Engineering, the default set of applications for enterprise software development, produce a wealth of data but it is hard to understand its value. What if you could find hidden patterns in your data your development teams create? What if you could discover ways to improve your team's performance? This presentation reviewed some of the different ways the Collaborative Lifecycle Management team (http://jazz.net) is utilizing Watson Analytics to gain insights into and improve efficiency with their own processes.
Will Edge Computing IoT Solutions be a Real Trend in 2019?Tyrone Systems
Edge computing is a method of optimizing Internet of Things applications by performing data processing at the edge of the network, near the source of the data. Edge computing IoT technology is attracting huge investments, to ensure security, ruggedness and establish ROI driven use cases.
The Internet, You Ain't Seen Nothing Yet. NIOC2015Michiel Verheij
The Internet, You Ain't Seen Nothing Yet
Het world wide web is relatief jong maar heeft in zijn korte bestaan toch al een enorme invloed op de samenleving gehad en deze invloed zal in de komende jaren exponentieel toenemen. Tot voor kort waren fysiek en digitaal twee gescheiden werelden. De komende jaren zullen deze twee wereld verder versmelten met enorme gevolgen voor de samenleving waarvan een aantal al duidelijk zichtbaar zijn. Tijdens onze interactieve presentatie zullen wij dieper ingaan op een aantal actuele ontwikkelingen zoals de invloed van Mobiel, The Internet of Things, Fog Computing, Privacy en Big Data.
CIO CFO Planning Forum London 2016 Talking as independent expert without any company references. All views/opinions are solely Ajay Kumar Uppal / speaker at the Forum.
With the launch of Guided Configuration and offcourse SAP HANA, S/4 HANA; the configuration work has become easier and companies can save up to 75% of configuration efforts. Also the Guided Configuration tool helps to validate and accurately compose this important exercise by removing any human errors as experienced in traditional use of IMG , SPRO.
Das Internet of Things, Cloud Computing und Big Data sind die Grundpfeiler der digitalen Transformation und werden Wirtschaft, Gesellschaft und Staat in den nächsten Jahren erheblich verändern. Die dabei entstehenden gigantischen Datenmengen erfordern die Bereitstellung entsprechender Technologien. Cloud-Computing wird dabei eine zentrale Rolle spielen.
Sysmode is a multifaceted end-to-end IT solutions provider.Sysmode has 8 years experience implementing best of breed solutions that improve your operating efficiency and competitive advantage. We deliver scalable and extensible custom solutions on top of the latest IT technologies. Our consultants are Microsoft/Oracle/Sun Certified Professionals, continually trained in Best Practices.
Big Data, Cloud Computing, Internet of Things & Co. Technologien von heute - ...Bernhard Kainrath
Big Data, Cloud Computing, Internet of Things & Co. Technologien von heute - Antworten auf Herausforderungen von morgen. Workshop beim HR Innovation Kongress 2016 (16.11. und 17.11.2016).
Leverage the Power of SAP HANA with Microsoft Azure Cloud MigrationCapgemini
ERP nirvana is building a digital enterprise as you modernize your legacy SAP environment. SAP HANA and the Azure cloud are digital tools giving rise to new opportunities to change the way we work, communicate and sell.
Capgemini's mission is to enable digital business transformation through the power of SAP HANA and the Azure cloud.
Our experts in rapid cloud transformation, risk control, speedier end-to-end migrations, and optimized costs will share our industrialized migration approach for an accelerated migration to SAP HANA.
Presented at SAPPHIRE NOW 2016.
Architecture review certificate generation of client files Ajay Kumar Uppal
Example - Architecture Review Certificate - which is an instrument to safeguard organsations' ICT spend and ensure that all changes/projects are aligned with overall business strategy, ICT strategy, Architectural principles and Guidelines.. Helps to stop people's 'pet projects' and also helps to re-align Business with IT.
Enterprise Architecture - Information Security
Promotes innovation, creativity and transform Enterprise in secure manner by creating common insights and overviews of relationships and inter-dependencies to reduce miscommunication and misunderstandings. And take/make decisions with confidence
Scale-Up or Scale-Out?
Which is better?
What to do after Go-Live?
How to improve /fine-tune performance?
Can you share some results of such an optimisation exercise?
Cloud centric consumption based services for SAP, HANA, Concur, Ariba, C4CAjay Kumar Uppal
Customers are advised NOT to buy Hosting, Application Development and Application Maintenance Services on Fixed Price basis....Customers should buy ''Services'' on flexible pay-as-you-consume model with provision of ramping-up, ramping down and even terminating contracts without penalties/termination fees.... Outsourcing contracts should allow customers to move consumption based on what business needs as opposed to getting tied up in contracts...
Adaptive computing and pay-as-you-model for SAP.....
Customers should stop buying on CAPEX and signing long term contracts.... it is time to move to Consumption Based Computing...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
The Metaverse and AI: how can decision-makers harness the Metaverse for their...Jen Stirrup
The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives?
How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!