What is Pyspur? Pyspur is an open-source platform designed to accelerate the development of AI agents by providing a visual, node-based environment. It enables engineers to build, debug, and deploy complex AI workflows by connecting modular components on a drag-and-drop canvas. The core problem Pyspur solves is the lack of transparency and the slow iteration cycle common in AI development. It tackles "prompt hell" and "workflow blindspots" by allowing developers to inspect the inputs and outpu

Mark Ponomarev

June 17, 2025

The world of Large Language Models (LLMs) has exploded, often conjuring images of massive, cloud-bound supercomputers churning out text. But what if you could harness significant AI power right on your personal computer, without constant internet connectivity or hefty cloud subscriptions? The exciting reality is that you can. Thanks to advancements in optimization techniques, a new breed of "small local LLMs" has emerged, delivering remarkable capabilities while fitting comfortably within the me

Mark Ponomarev

June 13, 2025

💡Want a great API Testing tool that generates beautiful API Documentation? Want an integrated, All-in-One platform for your Developer Team to work together with maximum productivity? Apidog delivers all your demands, and replaces Postman at a much more affordable price! button For frontend devs, the demand for aesthetically pleasing, highly performant, and deeply customizable user interfaces has never been greater. Developers are constantly searching for tools that can accelerate their wor

Mark Ponomarev

June 12, 2025

In the ever-evolving landscape of software development, AI-powered tools are rapidly becoming indispensable. Cursor, an intelligent code editor forked from Visual Studio Code, has garnered significant attention for its seamless integration of AI features, designed to augment the coding workflow. For Linux enthusiasts who want to leverage this powerful editor, this in-depth tutorial provides a step-by-step guide on how to install Cursor on a Linux system and, crucially, how to set up a reliable a

Mark Ponomarev

June 11, 2025

Containers have become an indispensable tool. They offer portability, consistency, and efficiency, allowing developers to build and deploy applications reliably across different environments. For years, Docker has been the de-facto standard on macOS, but a new challenger, born right out of Apple, is poised to offer a more native, integrated, and streamlined experience for developers on Apple Silicon: container. container is a new open-source tool from Apple that lets you create and run standard

Mark Ponomarev

June 10, 2025

A comprehensive tutorial on using the Browser Use Cloud API to create and manage browser automation agents.

Mark Ponomarev

June 10, 2025

Creating multilingual applications has become essential for reaching international audiences. However, traditional internationalization (i18n) approaches often require significant code refactoring, complex configuration, and ongoing maintenance overhead. This is where Lingo.dev revolutionizes the localization process. Lingo.dev is an open-source, AI-powered internationalization toolkit that transforms how developers approach multilingual applications. By leveraging advanced language models and

Mark Ponomarev

June 10, 2025

Welcome to this comprehensive tutorial on the Redocly CLI! Redocly CLI is a powerful, all-in-one command-line tool for OpenAPI and Swagger definitions. It helps you build, manage, and quality-check your API descriptions throughout the entire API lifecycle. Whether you're a developer, a technical writer, or an API product manager, this tool has something for you. This tutorial aims to be a deep dive into the Redocly CLI, taking you from a beginner to a confident user. We will cover everything fr

Mark Ponomarev

June 9, 2025

In the digital gold rush of the 21st century, data is the new currency. From market analysis and price monitoring to lead generation and machine learning model training, the ability to harvest information from the web is a critical advantage. However, the modern web is a complex and often hostile environment for data extraction. Websites employ sophisticated anti-bot measures, dynamic JavaScript-heavy interfaces, and ever-changing layouts, making traditional web scraping a Sisyphean task. This i

Mark Ponomarev

June 7, 2025

Large Language Models (LLMs) are revolutionary, but they have a fundamental limitation: their knowledge is frozen in time, limited to the data they were trained on. They can't access your private documents, query real-time data, or cite their sources. This is where Retrieval-Augmented Generation (RAG) comes in. RAG is the architectural pattern that gives LLMs a superpower: the ability to retrieve relevant information from external knowledge bases before answering a question. This simple but pow

Mark Ponomarev

June 6, 2025

The world of web automation is in the middle of a seismic shift. For years, the landscape was dominated by powerful-but-complex frameworks that demanded deep coding knowledge. Today, a new generation of AI-driven tools is emerging, promising to make automation more intuitive, resilient, and accessible than ever before. In 2025, the best tool is no longer just about having the most features; it's about providing the right balance of control, flexibility, and intelligence for the task at hand. Wh

Mark Ponomarev

June 6, 2025

Automating tasks on Instagram can significantly streamline how you manage your online presence. instagrapi is a Python library designed to help you do exactly that. It interacts directly with Instagram's own backend systems—the same ones the official mobile app uses. This direct communication makes instagrapi fast and efficient, and it doesn't require a web browser to operate. This guide aims to provide a clear path to getting started with instagrapi. We'll cover how to install it, log into you

Mark Ponomarev

June 5, 2025

The cryptocurrency landscape is rife with opportunity, but also with significant risk. Rug pulls and poorly designed tokens can lead to substantial losses. Rugcheck.xyz provides a critical service by analyzing crypto projects for potential red flags. Its API allows developers, traders, and analysts to programmatically access these insights, automating and scaling their due diligence efforts. This guide will focus heavily on how to use the Rugcheck.xyz API, equipping you with practical Python exa

Mark Ponomarev

June 4, 2025

The online sports betting industry is evolving at an unprecedented pace, and with it comes the need for robust, real-time data integration. In 2025, sports betting APIs and sports odds APIs are more vital than ever for bookmakers, developers, and betting enthusiasts. This article dives into the top 10 online sports betting APIs that are set to shape the industry this year, with betcore.eu proudly leading the pack as the number one choice. With technology continually advancing and customer expec

Mark Ponomarev

May 31, 2025

This guide provides a comprehensive walkthrough on how to run the osmosis/osmosis-structure-0.6b language model locally using Ollama. We'll cover what this model generally represents, how to set up your environment, and various ways to interact with it.

Mark Ponomarev

May 30, 2025