Software development Archive - Rock the Prototype - Softwareentwicklung & Prototyping

Adapter Pattern

Sascha Block2023-12-10T19:27:22+01:00Tags: Design pattern, Design Pattern, Interface programming, Interfaces, JavaScript, Object orientation, Programming, Programming, Programming interface, Software Architecture, Software Architecture, Software development, Software interfaces|

The Adapter Pattern is a structural design pattern for software that allows objects with incompatible interfaces to work together. It converts the interface of a class into another interface so that this API then meets the functional requirements and is easily maintainable without changing the source code of the original class. The properties of the Adapter Pattern are always very useful when an API to be adapted is not within the sphere of influence of the software to be changed.

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Apple ID mutates into Apple Account – A step with hidden intentions?

Sascha Block2024-03-24T13:31:00+01:00Categories: Software development|Tags: Apple, Authentication, Authentication protocols, Authorization, Cybersecurity, Data sovereignty, digital authentication, digital communication, digital identities, digital infrastructures, Digital security, digital services, Digital Standards, Digitization, Freedom of information, IAM, IAM systems, Identity Access Management, Innovation, Integrity, Interoperability, iOS, IT architecture, IT security principles, IT-Security, MacOS, Multi-factor authentication, networked society, Online communication, Online Ident, Online transactions, Security, Software, Software Architecture, Software development, Tech Education, Trust, Trust models|

Apple ID mutates into Apple Account - Apple changes its strategy: Apparently, the US company is about to make a huge move by significantly changing its Apple ID. Not a marketing gag but, as always, a significant strategic move by Apple Starting this fall, Apple plans to convert the Apple ID into the Apple Account. This is definitely not a marketing gimmick. Nor is this a frivolous decision, but rather one that the company has prepared very carefully, as always. Apple stands for innovation and continuous improvement of the user experience. With the planned changeover from the "Apple ID" to the "Apple Account", the company is signaling its continued commitment to user-friendliness and data protection.

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Artificial intelligence: How does Chat GPT work?

Sascha Block2024-04-12T09:18:22+02:00Categories: Artificial intelligence (AI)|Tags: AI, AI, AI models, Artificial intelligence, Artificial intelligence, Big Data, BigData, Chat GPT, ChatGPT, Data Science, DeepLearning, Distortions, Embeddings, FineTuning, GPT, Hallucinations, machine learning, Machine learning, neural networks, neural networks, NLP, PositionalEncoding, PreTraining, Prototyping, SelfAttention, Software development, Transformer|

Artificial intelligence: How does Chat GPT work? I unravel the threads of semantic probabilities and reveal how AI technology can come so incredibly close to our human understanding. Join me on an exciting journey through the neural landscape of GPT and expand your boundaries between human creativity and machine learning... ✅ What exactly is GPT? ✅ How does a Generative Pretrained Transformer (GPT) work? ✅ Chat GPT - facts about this fascinating AI technology ✅ How does GPT work and why is this AI model so groundbreakingly revolutionary? ✅ How is a GPT model actually trained? ✅ The revolutionary difference between GPT AI technology and traditional AI models ✅ The power of combining self-attention and positional encoding ✅ Pre-training - the pre-training process of AI ✅ How does GPT process all this information? ✅ The embeddings strategy of the AI model

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Asynchronous communication

Sascha Block2024-11-30T10:33:21+01:00Tags: App, Apps, asynchronous, Asynchronous data transmission, Cloud, Cloud services, Data buffering, Data flow, Data transfer, Data transfers, Data transmission, Design Pattern, FIFO, Frameworks, intermittent, Programming, RS232 interface, Software Architecture, Software Design, Software development, Web App, Web Apps, Website, Websites|

Asynchronous communication is not only a technical concept, but also influences the way software is developed and delivered. Asynchronous communication methods can improve the user experience by reducing the waiting time for the user.

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Authentication

Sascha Block2024-11-22T08:27:45+01:00Tags: 2-factor authentication, Authentication, biometric features, Biometrics, Cloud, Design Pattern, digital identities, digital identity, Frameworks, IT Security, MFA, Multi-factor authentication, Programming, Security, Security-Standard, Security-Standards, Software Design, Software development, TOTP-based-MFA, Usability, Web App, Web Apps, WebApp, Webbrowser, Website, Websites|

Authentication is a multi-step process in identity management. Authentication in an IT system implements IT security functions that are realized by various security services and components.

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Bootstrapping

Sascha Block2023-12-15T16:09:26+01:00Tags: App, Apps, Bootstrap, Bootstrapping, bootstrapping, Container, Containerization, deploy, Deployment, Design Pattern, Design pattern, DevOps tools, Frameworks, Normalization, Object orientation, Programming, Prototype, Prototype, Software as a service, Software deployment, Software Design, Software Design, Software development, Software stack|

What is bootstrapping? Bootstrapping is the technical way in which a software stack is defined, i.e. how an application is configured and started. Bootstrapping is therefore a typical deployment process.

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ChatGPT

Sascha Block2023-12-29T10:55:35+01:00Tags: AI, AI language modells, AI Modells, AI Technologies, AI technology, AlexNet, Context limitations, Dartmouth Conference, Deep Blue, Distortions, GPT-2, GPT-3, ImageNet, Software Architecture, Software Design, Software development, Top-k Sampling, Turing test|

ChatGPT is currently the most powerful AI in the form of a state-of-the-art language processing model, developed by OpenAI, based on the GPT architecture (Generative Pre-trained Transformer). As a variant of the GPT-3 and later the GPT-4 family, this AI model is characterized by its ability to generate human-like texts and respond to a variety of inputs in natural language. AI models are trained using machine learning and a large amount of text data to understand and mimic the patterns and nuances of human language. Artificial intelligence (AI) and AI applications are now extremely diverse, ranging from answering questions and creating content to complex discussions on a wide range of topics.

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Clear requirements & standards in software development – mastering complexity

Sascha Block2025-01-15T13:22:02+01:00Categories: Software development|Tags: Cloud, Cloud computing, Cloud services, Design pattern, Design Pattern, Digital transformation, Electronic patient file, ePA, ePA4All, Healthcare, IT Security, Mircoservices, Service mesh, Software Architecture, Software as a service, Software Design, Software development|

Clear requirements in software development are essential. Digital transformation is not a question of if, but how. The complexity of our digital infrastructure presents us with major challenges...

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Clustering algorithm

Sascha Block2023-12-08T09:52:05+01:00Tags: Agglomerative clustering, Classification, Cluster, Cluster analysis, Cluster centers, Cluster validation, Clustering algorithm, Data analysis, Data clustering, Data preparation, Data set, DBSCAN clustering, Design Pattern, Dimensionality reduction, Distance dimension, Grouping, Hierarchical clustering, K-Means clustering, Mean-shift clustering, Partitioning, Pattern recognition, Programming, Similarity, Smart Data, Software development|

Would you like to know what a clustering algorithm is? Find out what the clustering algorithm is and what you can use it for. We explain how a clustering algorithm works in pseudocode.

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Software development

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