Dev Squad·1yWeb Development Tools You Should Consider Using in 2025
Discover five web development tools that promise to enhance productivity and efficiency in 2025, including an intelligent terminal with AI features (Warp), a powerful Git client for managing branches (GitButler), a comprehensive Tailwind components library for React and HTML (Wind UI), a tool for better terminal log readability (Logdy), and a utility platform for creating engaging web animations (Glaze).
Web Tools Weekly·1yTop Tools of 2024 (Part 1)
HubSpot is recommended as the top free CRM software for small and scaling businesses, offering powerful features and an intuitive user experience. The post lists tools ranked #60 to #31 for 2024, including libraries like remoteStorage for data persistence, CodeViz for visualizing codebases, and matcha.css for simple styling. Readers are encouraged to support the newsletter through subscriptions or contributions.
DEV·1yMy 2024 Good Links List
A comprehensive list of useful links categorized by developer tools, design and UX resources, analytics, AI, workflow, e-commerce, inspiration, web3, and other miscellaneous topics. The list includes platforms like Supabase, Tailwind UI, Vercel AI SDK, Mixpanel, Monday.com, Thirdweb, and more, offering a wide range of solutions for various development and design needs.
Medium·1y5 Brilliant Prompts I Wish Every Single ChatGPT User Knew
Discover five versatile ChatGPT prompts designed to enhance your productivity, ranging from becoming comfortable in new roles, proofreading and editing text, analyzing and planning for future goals, improving understanding of ChatGPT replies, to conducting customer research. Learn how these prompts can address various use cases and help users achieve specific outcomes.
Hacker News·1yHow I run LLMs locally
Running LLMs locally can be achieved with various open-source tools on a powerful computer with a core i9 CPU, 4090 GPU, and 96 GB RAM. LLMs performance varies based on model size and hardware specifications. Tools like Ollama, Open WebUI, and llamafile are used for running models, while AUTOMATIC1111 and Fooocus are preferred for image generation. Code completion is enhanced with Continue in VSCode, and Smart Connections in Obsidian assists with managing model updates. Keeping up with LLM advancements is crucial due to their rapid development.
Machine Learning Mastery·1y7 Machine Learning Projects For Beginners
Explore seven beginner-friendly machine learning projects to gain real-world experience and enhance your career prospects. Projects include Titanic Survival Prediction, Stock Price Prediction, Email Spam Classifier, Handwritten Digit Recognition, Movie Recommendation System, Customer Churn Prediction, and Face Detection. These projects will teach you important ML skills such as data preparation, classification, regression, computer vision, and natural language processing.
AI Cyber Insights·1yHacker Wins $47,000 by Outsmarting an AI Chatbot Designed Never to Transfer Money
A hacker named p0pular.eth won $47,000 by outsmarting an AI chatbot called Freysa, which was designed to never approve money transfers. Despite 481 failed attempts by others, the hacker used social engineering and prompt manipulation to deceive the bot. The competition's fees escalated to $4,500 per message, with the prize pool reaching 13.19 ETH. This incident highlights vulnerabilities in AI systems, especially in financial contexts.
Daily Dose of Data Science | Avi Chawla | Substack·1yBuilding a 100% Local mini-ChatGPT
A guide on building a local mini-ChatGPT app using the Llama3.2-vision model and Chainlit. The post includes a demo, necessary tools, and step-by-step coding instructions with multimodal prompting. The code and further resources for AI engineering are provided on GitHub.
Fireship·1yDevin just came to take your software job… will code for $8/hr
Devon is a fully automated junior engineer that can build, test, and ship code for $500 per month, equivalent to $8 per hour. Despite concerns about its capabilities and initial launch issues, Devon is positioned to replace human programmers in enterprise settings. Users interact with Devon through Slack, where it can perform tasks and integrate with tools like GitHub. While it is impressive, Devon still exhibits typical AI shortcomings, such as making unnecessary changes or confusing explanations. The post also highlights new AI tools from OpenAI and Google, along with the introduction of PGVectorizer from Timescale for simplifying AI system development.
DEV·1y5 Frontend Development Myths That Need to Die in 2024
Frontend development is often misunderstood due to persistent myths. Common misconceptions include the simplicity of CSS, the ability of frameworks to solve all problems, the perceived complexity gap between frontend and backend, the optional nature of accessibility, and the belief that frontend development will soon be fully automated by AI. These myths overlook the nuanced, challenging nature of building user-facing software and highlight the importance of understanding the intricacies of frontend work.
Community Picks·1yWelcome to Langflow
Langflow is an open-source, Python-powered framework designed for building multi-agent and Retrieval Augmented Generation (RAG) applications. It features an intuitive visual flow builder that allows developers to create complex AI workflows with ease. Suitable for both seasoned AI developers and beginners, Langflow supports a wide range of applications like intelligent chatbots, document analysis systems, and content generation. Join the community to share projects and seek support.
DEV·1yLlama 3.3 vs OpenAI O1
Llama 3.3 and OpenAI O1 are two advanced AI models offering enhanced reasoning, scalability, and versatile applications. Llama 3.3 stands out with its open-source flexibility and cost-effective solution, while OpenAI O1 offers a user-friendly API and robust security. Apidog is recommended for integrating these AI models, simplifying API development with its intuitive interface.
ByteByteGo·1yHow Tinder Recommends To 75 Million Users with Geosharding
Tinder has improved its recommendation engine for over 75 million users by implementing geosharding, where user data is divided into geographically bound shards. This approach enhances performance, reduces latency, and improves scalability. The system leverages tools like Google's S2 Library and Apache Kafka, and addresses consistency challenges and traffic imbalances by using smart load balancing and dynamic adjustments. As a result, Tinder can manage 20 times more computations efficiently while maintaining low latency.
Machine Learning Mastery·1yThe Ultimate Guide to Building a Machine Learning Portfolio That Lands Jobs
Building a compelling machine learning portfolio is crucial for standing out in the competitive job market. Create a diverse portfolio showcasing various projects with different machine learning techniques, including handling both structured and unstructured data. Document each project thoroughly, highlighting your problem-solving ability, data preprocessing steps, feature engineering, model selection, and evaluation metrics. Choose appropriate platforms such as GitHub, Streamlit, or HuggingFace Spaces to host your portfolio, and enhance your profile by writing detailed blog posts about your findings.
Product Hunt·1yCountless.dev - Compare every AI model and find the best one
Countless.dev is a newly launched open-source platform designed for developers to compare various AI models and determine the best one for their needs. Featured on December 7th, 2024, it aims to assist in making informed decisions about AI model selection.
Towards AI·1yBuild Your LLM Engineer Portfolio: A 3-Month Roadmap
A step-by-step guide to designing, refining, and showcasing a portfolio tailored for aspiring LLM engineers. Highlights the importance of practical, hands-on projects to stand out in the competitive AI job market and offers insights from the author's experience in crafting sophisticated GenAI applications and designing comprehensive product solutions.
Community Picks·1yillustration Generator
An AI illustration generator offers professionals a tool to create consistent illustrations without requiring a credit card. It's suitable for designers, founders, and marketers, and can produce various visuals with fine-tuning options based on uploaded example images. Over 50K illustrations have been generated using this platform, which allows exporting in SVG and PNG formats and operates on a credit-based payment system.
Hacker News·1yboardgameio/boardgame.io: State Management and Multiplayer Networking for Turn-Based Games
boardgame.io is a JavaScript engine for developing turn-based games. It handles state management, multiplayer synchronization, and AI bots automatically, making it easy to create and manage game state without writing networking or storage code. Features include game phases, a lobby for matchmaking, prototyping tools, and extendable plugins. It supports vanilla JS and React/React Native. The community offers documentation, examples, and support for contributors.
Hacker News·1yhoarder-app/hoarder: A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic tagging and full text search
Hoarder is a self-hostable app designed for bookmarking links, taking notes, and storing images and PDFs with AI-based automatic tagging and full-text search capabilities. It supports multiple platforms including iOS, Android, and Chrome/Firefox browsers, offers OCR for text extraction from images, and integrates with various tools for data fetching, authentication, and content search. Additionally, Hoarder features RSS feed hoarding, full-page archival, and video archiving with a focus on running services from a home server.
SwirlAI·1yBuilding AI Agents from scratch - Part 1: Tool use
Learn how to build AI agents from scratch, focusing on implementing tool usage capabilities without any orchestration frameworks. The guide covers creating Python functions as tools, constructing effective system prompts, and developing an Agent class to plan and execute actions using provided tools. The tutorial includes detailed code examples and explanations for wrapping functions as tools, formatting prompts, and executing tasks effectively.
Tech With Tim·1yHow to Build a Freelance Coding Career (Beginner to Advanced) - ft. @NicolaiAI
Building a successful freelance coding career involves more than just technical skills. It's essential to establish a strong personal brand and showcase your work through platforms like LinkedIn. Consistency and professionalism are crucial, as is focusing on a niche to stand out. Starting with lower rates and gradually increasing them as you gain clients and experience is recommended. Building relationships and a network can significantly enhance your freelancing opportunities and career growth.
Community Picks·1yAdding AI Chat Features to a Modern Next.js Application
This post guides you through building an AI-powered chat application using Next.js, Stream’s React Chat SDK, and a local LLM. Key features include listening for user messages to trigger LLM responses, generating dynamic channel names based on initial user prompts, and streaming AI responses in real-time. It highlights the importance of real-time message handling, dynamic content creation, and seamless AI integration, making for an engaging user experience.
Noted·1yBlinko - Self-Hosted Notes with AI RAG Baked In
Blinko is a self-hosted, open-source note-taking application that combines functionalities like micro-blogging, task management, and pastebin with AI-enhanced note retrieval. It allows users to securely store and manage notes with features such as natural language search, data ownership, easy import/export, and automated backups. Built on a lightweight Next.js architecture, Blinko offers a fast and efficient way to capture and organize thoughts and ideas, and it's available for free with full community collaboration support.