Published: 2025-05-20
An in-depth analysis of vertical and horizontal scaling approaches for modern systems, their advantages, disadvantages, and when to use each strategy.
Published: 2025-05-14
An analysis of the system prompt of a model like Anthropic's Claude provides valuable insights into crafting effective instructions for language models.
Published: 2025-05-07
An overview of monolithic and microservices architectures, their characteristics, impact on deployment and scalabilityand when to choose each.
Published: 2025-05-07
Understanding the high-level structure and design principles of software systems versus the detailed planning of individual components.
Published: 2025-04-21
A short introduction to Retrieval Augmented Generation (RAG) and why AWS Bedrock is an interesting tool in this context.
Published: 2025-04-16
Learn how to automate the synchronization of a private GitHub repository to an S3 bucket for indexing with AWS Bedrock using AWS CodeBuild.
Published: 2025-04-09
Learn how to automate the deployment of your website to AWS S3 using GitHub Actions.
Published: 2025-04-04
Discover how Anthropic's Model Context Protocol (MCP) standardizes communication and context sharing between AI models, revolutionizing AI integration.
Published: 2025-03-28
An explanation of Clean Architecture, its layers, principlesand benefits.
Published: 2025-03-17
An overview of Retrieval Augmented Generation (RAG) and vector search in Natural Language Processing, discussing when to use each approach.
Published: 2025-03-11
An overview of LlamaIndex, a comprehensive tool for building Language Model (LLM) powered agents, focusing on its core components, toolsand agents.
Published: 2025-03-06
My experience building a microservice on AWS and my journey to passing the AWS Certified Developer – Associate (DVA-C02) exam.
Published: 2025-02-26
Learn how automation and AI can save time, reduce errorsand improve decision-making in your business.
Published: 2025-02-18
How large language models are transforming IT operations, documentationand system analysis
Published: 2025-02-11
An exploration of how jailbreaking techniques for language models work and their potential benefits for AI safety research.
Published: 2025-02-04
Exploring the phenomenon of AI hallucinations and effective strategies to minimize their occurrence in LLM applications.
Published: 2025-01-29
Learn what AI hallucinations are, why they occurand how to handle them effectively in your AI interactions.
Published: 2025-01-22
Learn why token counting is crucial when working with LLMs and how to implement it in your applications
Published: 2025-01-14
Key principles for creating efficient and reliable AI agents
Published: 2025-01-08
Learn how to build powerful AI agents with Hugging Face's SmolAgents library and understand the differences between code-based and JSON-based agents.
Published: 2025-01-03
Learn effective strategies to protect sensitive information in applications using large language models (LLMs)
Published: 2024-12-23
An overview of prompt injection, why it tops the OWASP threat list for language modelsand how to protect against it.
Published: 2024-12-22
An exploration of vector databases, embeddingsand their applications in AI and machine learning
Published: 2024-12-21
Learn how to implement memory in stateless LLM applications using Thread Summarization technique
Published: 2024-12-18
Learn when to use fine-tuning, how to prepare your dataand how to train a custom OpenAI model to improve performance and reduce prompt length.
Published: 2024-11-28
Learn the key principles of prompt engineering and why mastering it is essential when working with large language models like GPT-4.
Published: 2024-11-20
A beginner-friendly explanation of Large Language Models (LLMs), how they workand how they are used.
Published: 2024-03-12
Learn how Dependency Injection can improve your code structure, make your applications more testableand increase flexibility. A practical overview with C# examples.
Published: 2024-03-11
Learn how mutation testing helps evaluate the quality of your unit tests by injecting artificial bugs into your code. We’ll walk through a practical example using Stryker.NET.
Published: 2021-08-01
Explore essential principles for writing clean, maintainable code—SOLID, KISS, YAGNIand DRY—and learn how they improve code quality and clarity.
Published: 2021-07-09
Learn how to use AutoMapper to simplify mapping between domain models and DTOs in .NET applications.
Published: 2021-07-07
An introduction to design patterns in software engineering with a focus on Singleton, Factoryand Observer patterns.
Published: 2021-21-29
An overview of Entity Framework, a popular open-source ORM for .NET, including Code-First and Database-First approaches.
Published: 2021-03-21
A brief introduction to the MVC architectural pattern and how its components—Model, Viewand Controller—work together.
