AI/ML Resources

Vision AI on Apple Silicon: A Practical Guide to MLX-VLM

Learn how Apple's MLX framework turns your Mac into a vision AI powerhouse, running large models efficiently with native Metal optimization and minimal setup.

April 18, 2025

by Aditya Karnam Gururaj Rao

· 9,142 Views · 2 Likes

Is the Model Context Protocol a Replacement for HTTP?

MCP works with HTTP, not replaces it. It’s a higher-level framework for managing how AI models handle context, applications, and memory during interactions.

April 18, 2025

by Vijay Joshi

· 7,823 Views · 7 Likes

Gemma 3: Unlocking GenAI Potential Using Docker Model Runner

Run Gemma 3 locally using Docker Model Runner for private, efficient GenAI development — fast setup, offline inference, and full control.

April 17, 2025

by Anjan Kumar Ayyadapu

· 17,315 Views · 1 Like

How AI Is Changing the Way Developers Write Code

Generative AI, AI assistants, and LLMs have unique capabilities in software development. Learn how they improve workflows and maximize productivity.

April 16, 2025

by Karen Bradford

· 5,567 Views · 6 Likes

Why GenAI Apps Could Fail Without Agentic Frameworks

Learn why GenAI apps risk failure and how agentic frameworks empower AI to be proactive, adaptive, and capable of tackling dynamic challenges head-on!

April 15, 2025

by Haymang Ahuja

· 3,035 Views · 3 Likes

Introducing Neuron AI: Create Full-Featured AI Agents in PHP

A complete open-source toolkit for AI development in PHP. Create RAG systems to use the powerful capabilities of LLMs on your own private data.

April 14, 2025

by Valerio Barbera

· 4,851 Views · 2 Likes

Why Generative AI and Data Streaming Are Replacing Visual Coding With Low-Code/No-Code Platforms

Low-code or no-code tools simplify development but have limitations. Generative AI and data streaming (Kafka, Flink) reshape real-time, scalable workflows.

April 14, 2025

by Kai Wähner

CORE

· 2,741 Views

Critical Thinking In The Age Of AI-Generated Code

Learn how AI-generated code impacts maintainability, productivity, and quality. Explore code reviewing, testing strategies, and best practices for long-term success.

April 14, 2025

by Stelios Manioudakis

CORE

· 39,937 Views · 16 Likes

Introducing SmallRye LLM: Injecting Langchain4J AI Services

A quick guide on how Microprofile developers can leverage the power of CDI and Microprofile features on their Langchain4J AI Services in their enterprise applications.

April 14, 2025

by BUHAKE SINDI

CORE

· 7,078 Views · 6 Likes

Design Patterns for Scalable Test Automation Frameworks

Essential design principles that improve the scalability, maintainability, and efficiency of test automation frameworks.

April 11, 2025

by Sarvesh Peddi

· 5,422 Views · 1 Like

Transforming Data Analytics by Combining SQL and ML

Learn how AI and ML extend SQL's capabilities for advanced analytics, predictive insights, and query optimization, transforming database interactions.

April 10, 2025

by Ramalakshmi Murugan

· 5,570 Views · 2 Likes

Why State Management Is the #1 Challenge for Agentic AI

Explore the unique state management challenges posed by agentic AI, and see why traditional cloud-native approaches fall short as AI agents evolve to learn and adapt over time.

April 9, 2025

by Jason Bloomberg

· 3,160 Views · 2 Likes

Unlocking the Power of Serverless AI/ML on AWS: Expert Strategies for Scalable and Secure Applications

Learn how to combine AWS Serverless with AI/ML to build scalable, automated, and intelligent workflows with this practical guide.

April 9, 2025

by Bal Reddy Cherlapally

· 6,688 Views · 1 Like

How AI Automation Increases Research Productivity

Discover how AI automation revolutionizes research productivity through streamlined data collection, workflow optimization, and real-world applications in various industries.

April 9, 2025

by Kevin Vu

· 3,610 Views · 1 Like

Context Search With AWS Bedrock, Cohere Model, and Spring AI

In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.

April 9, 2025

by Danil Temnikov

CORE

· 73,858 Views · 22 Likes

Why Clean Data Is the Foundation of Successful AI Systems

Poor data quality costs enterprises $406M annually. Learn in this article some key challenges and best practices for ensuring data quality in AI systems.

April 8, 2025

by Vaishali Mishra

· 4,490 Views · 2 Likes

AI-Powered Defenses Against Clickjacking in Finance

Clickjacking is not a new online threat, but it continues to evolve and stay relevant. This article discusses AI-driven techniques for combating this attack.

April 8, 2025

by Dipankar Saha

· 2,974 Views

How I Taught OpenAI a New Programming Language With Fine-Tuning

We fine-tuned OpenAI to understand a programming language it had no prior knowledge of. This article explains what we learned.

April 7, 2025

by Thomas Hansen

CORE

· 4,996 Views · 1 Like

Three AI Superpowers: Classification AI vs Predictive AI vs Generative AI

Learn the difference between classification, predictive, and generative AI — what they do and how they’re used to sort data, forecast trends, and create content.

April 7, 2025

by Mahesh Ganesamoorthi

· 3,883 Views

Optimizing Natural Language Queries for Multi-Service Information Retrieval

Learn how to optimize natural language queries for orchestrated information retrieval across multiple services using AI, GraphQL, and embedding models.

April 7, 2025

by Abhay Patra

· 3,541 Views · 1 Like

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