Track Every Penny You Spend on AI — A Plain-English Guide to Fiorino.AI Developer desk with coffee and code Running a SaaS that uses large-language models (LLMs) feels a bit like owning a sports car: the acceleration is thrilling, but the fuel bill can arrive as an unpleasant surprise. One month you burn 200onOpenAI,thenextmonthitis2,000, and nobody on the team can tell you exactly which customer or feature caused the jump. Fiorino.AI is an open-source cost-tracking and billing helper designed for this exact headache. It sits quietly between your app and the LLM provider, counts every token, attaches it to an …
Mastering LLM Context Management: How GPTree Revolutionizes Coding Efficiency Introduction: Bridging the AI-Developer Divide In today’s era of AI-powered development tools, one critical bottleneck remains: providing large language models (LLMs) with the precise contextual understanding required for effective code generation. Enter GPTree, a groundbreaking command-line interface (CLI) tool designed to transform how developers interact with LLMs. By merging project file structures with intelligent file aggregation, GPTree empowers developers to generate context-rich prompts that unlock unprecedented coding efficiency. Core Functionalities Unveiled 1. Intelligent Directory Tree Visualization GPTree’s flagship feature is its ability to generate human-readable directory trees with a single command: …
Mastering the v0 SDK: Your Gateway to AI-Powered Development Introduction: The AI Development Revolution The landscape of software development is undergoing a fundamental transformation. AI-driven coding tools are reshaping how developers approach projects, from prototyping to production. The v0 SDK represents a significant leap forward—a TypeScript toolkit that enables seamless interaction with the v0 Platform API. This comprehensive guide explores how to leverage this powerful technology to create and manage AI chat conversations, streamline project workflows, and implement advanced integrations. As a Developer Preview (currently in beta), the v0 SDK offers early access to cutting-edge capabilities while evolving toward a …
Bring Claude Code into Your Browser: A Visual Guide for Desktop & Mobile A complete walkthrough from installation to daily use—no command-line wizardry required Have you ever wished you could check your Claude Code sessions on the train? Do some team members avoid the terminal altogether? This post shows—step by step—how to run the official CLI in a friendly web interface that works on laptops, tablets, and phones. Table of Contents What Claude Code and Claude Code UI Actually Are Quick-Start Checklist Three-Minute Installation First-Run Tour Turning Features On Safely Core Workflows Mobile-First Tips Troubleshooting the Top Five Errors Architecture …
macOS-use: The Revolutionary Tool That Lets AI Control Your MacBook “Tell your MacBook what to do, and it’s done—across ANY app.” This bold promise defines macOS-use, the groundbreaking open-source framework that transforms how we interact with Apple devices. What Exactly Is macOS-use? macOS-use is a pioneering tool that enables AI agents to directly control your MacBook. Through simple natural language commands, it can: Launch applications Navigate user interfaces Complete web forms Extract information Automate complex workflows Created by Ofir Ozeri with collaborative development from Magnus and Gregor, this project represents a significant leap in human-computer interaction. The ultimate vision? “Tell …
Kiro: The Next-Gen AI IDE for Smarter Software Development In today’s fast-moving world of software development, speed and efficiency are critical. Developers are writing code at an incredible pace, thanks to advancements in artificial intelligence. But turning a quick prototype into a polished, production-ready system still demands clarity, structure, and smooth collaboration. Enter Kiro—a groundbreaking agentic IDE that doesn’t just speed up coding but redefines how software is built from the ground up. Kiro is crafted for a future where AI agents and developers collaborate seamlessly throughout the entire software lifecycle—from brainstorming ideas to delivering a finished product. In this …
Getting Started with Kimi K2 in VS Code: A Practical Walk-Through for Every Coder Kimi K2 is a new, open-source artificial-intelligence model developed by Moonshot AI. It contains one trillion parameters, yet it runs efficiently thanks to a design called Mixture-of-Experts (MoE). In plain English, this means only the parts of the model that are actually needed for your request are used at any given moment, making it both powerful and surprisingly light on hardware. This guide walks you—step by step—through installing the free Cline extension in Microsoft Visual Studio Code (VS Code) and connecting it to Kimi K2. By …
The Invisible Meeting Assistant: How Cheating Daddy Provides Real-Time AI Support During Critical Conversations Have you ever faced that heart-stopping moment during a video interview when your mind goes completely blank? Or struggled to respond to unexpected questions in high-stakes negotiations? Traditional solutions fail us in these critical scenarios – you can’t obviously search for answers without damaging your credibility. Cheating Daddy, an innovative open-source project, solves this dilemma by delivering discreet, real-time AI assistance exactly when you need it most. Core Innovation: Powered by Google’s Gemini 2.0 Flash Live technology, Cheating Daddy analyzes your screen content and conversation audio …
OpenDia: The Revolutionary AI Browser Controller You Already Own Why Your Browser Just Became Smarter Imagine this scenario: You’re reading a research paper when your AI assistant automatically summarizes key points and posts them to your LinkedIn. Or you’re testing a web app and your AI executes complex form submissions using real saved credentials. This isn’t futuristic speculation – it’s what OpenDia delivers today. As the first open-source solution that bridges AI models with your actual browsing environment, OpenDia transforms how we interact with the web. The Core Innovation: Your Existing Digital Life as AI Fuel [object Promise] What makes …
Comparing Terminal-Based AI Coding Tools: Gemini CLI, Claude Code, and Forge Code In the fast-paced world of software development, AI-powered coding tools are changing the game. These tools help developers work faster, catch mistakes, and simplify complex tasks. Among the latest innovations are terminal-based AI coding assistants, which let you get help right from your command line. In this post, we’ll dive into three standout tools: Gemini CLI, Claude Code, and Forge Code. We’ll test them on real-world coding challenges—like building a project, fixing bugs, and planning architecture—to see how they stack up. Whether you’re a beginner or a seasoned …
PrivateScribe.ai: Build Your Private AI Writing Assistant Locally Why You Need an Offline AI Writing Companion Imagine conducting sensitive client meetings or recording proprietary research without worrying about cloud privacy. PrivateScribe.ai solves this by running entirely on your personal computer – no internet connection needed. This open-source platform combines note-taking with local AI processing, keeping all data within your control. Whether you’re a journalist protecting sources or a developer handling confidential code, it provides intelligent text processing without sacrificing privacy. The modular design makes deployment accessible even without deep technical expertise. Let me walk you through how it works and …
AetherShell: Your AI-Powered Linux Assistant for Seamless Command Execution In the ever-evolving world of technology, Linux users are constantly seeking tools that simplify complex tasks. Enter AetherShell, an AI-driven Linux assistant that understands high-level natural language tasks and autonomously plans, executes, and validates actions using a local Large Language Model (LLM), Mistral, without any internet dependency. It bridges the gap between natural language and real-time shell execution in a fully isolated, self-contained environment. In this comprehensive guide, we’ll explore what AetherShell is, its key features, how to install and use it, and why it’s a game-changer for Linux users. Whether …
Microsoft Azure AI Foundry Deep Research Tool: Automating Complex Analysis with AI How Microsoft’s specialized AI system combines GPT models with Bing search to automate multi-step research workflows 1. What Is the Deep Research Tool? Microsoft’s Deep Research tool (core engine: o3-deep-research) within Azure AI Foundry solves complex research tasks through a three-component architecture: GPT-4o/GPT-4.1 models: Clarify user intent Bing search integration: Retrieve current web data o3-deep-research model: Execute step-by-step reasoning When users submit research questions (e.g., “Compare quantum vs. classical computing for drug discovery”), the system first clarifies requirements via GPT models, then gathers authoritative data through Bing, and …
Building a Multi-Modal Research Assistant with Gemini 2.5: Auto-Generate Reports and Podcasts Need instant expert analysis on any topic? Want to transform research into engaging podcasts? Discover how Google’s Gemini 2.5 models create comprehensive research workflows with zero manual effort. What Makes This Research Assistant Unique? This innovative system combines LangGraph workflow orchestration with Google Gemini 2.5’s multimodal capabilities to automate knowledge synthesis. Provide a research topic and optional YouTube link, and it delivers: Web research with verified sources Video content analysis Structured markdown report Natural-sounding podcast dialogue Core Technology Integration Capability Technical Implementation Output 🎥 Video Processing Native YouTube …
“ Preface As software delivery accelerates, developers often juggle between the CLI, scripts, tests, and documentation. Trae Agent empowers you to execute complex workflows—code edits, testing, deployments—using simple natural‑language commands, freeing up both your hands and your focus. Trae Agent: Your AI‑Powered Automation Companion for Software Engineering Introduction to Trae Agent Trae Agent is an LLM‑driven agent designed to streamline everyday software engineering tasks. Whether you need to generate a script, fix a bug, write tests, or update documentation, just issue a natural‑language instruction: trae-cli run “Generate a project README” Key benefits include: Natural‑Language Interface Execute end‑to‑end workflows without memorizing …
AI-Powered JavaScript Security Analysis Tool: Comprehensive Guide Code Security Analysis Why Website Security Needs AI Enhancement In the digital age, website security functions like an invisible fortress where JavaScript code serves as the moat. Industry statistics reveal that over 68% of website vulnerabilities originate from front-end code defects. This JS security analysis tool leverages Google Gemini AI technology to create an intelligent defense system that not only identifies code vulnerabilities but also provides preventive solutions through deep learning . Core Value Proposition 1. Intelligent Scanning System The tool’s revolutionary “dual-phase analysis” approach works like medical diagnostics – starting with basic体检 …
CLI Coding Agents Tested: 11 Terminal AI Tools That Actually Work in 2025 Real Developer Pain Points We’ve all faced these moments: Staring at cryptic error messages at 2 AM Struggling to scaffold new projects from scratch Drowning in legacy code with zero documentation After rigorously testing 11 terminal AI assistants, I’ll show you what delivers real solutions. What Exactly Are CLI Coding Agents? (And Why They Matter Now) The Core Concept Explained Simply A CLI (Command Line Interface) coding agent is an AI assistant that operates directly in your terminal. It transforms development workflows: # Real-world usage examples $ …
Introduction In today’s fast-paced software development landscape, artificial intelligence assistants have become indispensable tools for boosting productivity and streamlining workflows. GitHub Copilot Chat is an AI-powered coding companion seamlessly integrated into Visual Studio Code. Through an intuitive conversational interface, it offers code suggestions, explanations, and refactorings, enabling developers to complete a wide range of programming tasks with greater speed and confidence. This article provides a clear, step-by-step guide—based solely on the official documentation—covering installation, core features, practical use cases, and a comprehensive FAQ section. Tailored for readers with a junior college diploma or higher, it’s written in fluent English with …
Unlock Realistic Data Generation: The Ultimate AI Dataset Generator Guide The Data Dilemma: Why Realistic Datasets Matter Creating authentic datasets remains one of the most persistent challenges in data science and analytics. Whether you’re developing a learning module, building a dashboard prototype, or preparing a product demo, synthetic data generation becomes mission-critical. This comprehensive guide introduces an open-source solution that revolutionizes how we create datasets—combining OpenAI’s intelligence with local execution for unprecedented efficiency. AI-generated datasets powering analytics dashboards (Credit: Pexels) Core Capabilities: Beyond Basic Data Mockups This tool transforms dataset creation through four fundamental features: Conversational Interface Define datasets through …