Creating a language model (LLM) agent may seem daunting, but it's surprisingly simple and offers a unique learning experience. This article explores how to build a basic LLM agent using the OpenAI API, demonstrating its capabilities through hands-on coding examples and practical applications.

Software development thrives on a continuous learning loop, where design emerges through active experimentation and collaboration. While large language models (LLMs) can assist by easing initial setup, they cannot replace the essential hands-on experience needed for true understanding and skill development in coding.

C++20 introduces coroutines, a significant improvement for event-driven coding. While it simplifies working with asynchronous tasks by allowing functions to suspend and resume, its implementation can be complex and often lacks clear explanations. This article seeks to clarify coroutines and enhance understanding for developers.

Bavaria plans to adopt Microsoft 365 for its authorities by the end of the year, aiming to establish a framework for municipalities as well. However, critics warn of potential license costs nearing a billion euros and the risk of compromising digital sovereignty, raising concerns about reliance on foreign technology providers.

IKEA has unveiled a new range of 21 smart home products compatible with the Matter standard, enhancing ease of use and affordability. The updated offerings focus on lighting, sensors, and controls, enabling seamless integration across brands and laying the groundwork for smarter homes.

Australia's proposed "Solar Sharer" program aims to provide free electricity during peak solar power hours, benefiting all grid users. This initiative encourages residents to shift energy use to midday, promoting efficient consumption and reducing demand on the grid, while also supporting those without solar installations.

Intraview is a new VS Code extension designed to improve comprehension and alignment in software development. By creating visual tours of code and offering guided feedback, it helps developers maintain a better grasp of their projects. This tool aims to enhance the coding experience while fostering collaboration.

This article explores high-dimensional limit theorems for Stochastic Gradient Descent, focusing on momentum and adaptive step-sizes. It rigorously compares SGD with its variants, demonstrating how careful step-size selection can enhance convergence and stabilize dynamics in challenging learning scenarios like Spiked Tensor PCA and Single Index Models.

This article introduces PrivacyCD, a new algorithm designed to improve student data privacy in cognitive diagnosis models. By utilizing hierarchical importance-guided forgetting, it enables effective data removal while maintaining model performance. The results demonstrate significant advancements in responding to user privacy requests while supporting high-quality AI systems.

This article examines the stochastic Gauss-Newton method for training overparameterized deep neural networks. It presents new convergence and generalization bounds, exploring how factors like batch size and network dimensions influence performance. The findings contribute to understanding the optimization landscape of deep learning models.

CodeAssist is a local AI programming assistant designed to enhance your coding practice. It learns from your keystrokes and habits, adapting to your style over time. With a simple installation and user-friendly interface, it serves as a collaborative coding partner while you work on various programming challenges.

Airweave is an open-source context retrieval layer designed for AI agents to access information across various applications and databases. It transforms content into searchable knowledge bases, offering a simplified interface through a REST API or MCP. Airweave supports numerous integrations for efficient data management.

MCP-Handle is a versatile tool that simplifies the orchestration of multiple MCP servers and clients. With features like the Strata MCP router and integrated status monitoring, it streamlines deployment and management, making it easier to manage various integrations across platforms.

OpenTUI is a TypeScript library designed for creating terminal user interfaces. Still in development, it will serve as the main TUI framework for both opencode and terminaldotshop. The library includes various packages and offers examples for potential users looking to get started.

The Alertmanager enhances the alerting process by managing alerts from clients like Prometheus. It expertly groups, deduplicates, and routes messages to various services, including email and PagerDuty. With flexible installation options and comprehensive configuration capabilities, it streamlines alert notifications and response management.