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📦 budgetbee/budgetbee
Take Control of Your Finances with BudgetBee
Are you tired of handing your private financial data over to big corporations? Stop relying on third-party cloud apps and take full ownership of your money with BudgetBee. This open-source, self-hosted platform lets you track every expense, manage budgets, and monitor your total net worth right on your own infrastructure. By leveraging Docker for a simple deployment, you keep your information strictly private while enjoying a clean, interactive dashboard. Whether you are logging income or visualizing spending patterns, this tool puts you in the driver seat. Start managing your wealth with total privacy by hosting your own financial hub today.
🆔 @hackernewsgithubprojects
Take Control of Your Finances with BudgetBee
Are you tired of handing your private financial data over to big corporations? Stop relying on third-party cloud apps and take full ownership of your money with BudgetBee. This open-source, self-hosted platform lets you track every expense, manage budgets, and monitor your total net worth right on your own infrastructure. By leveraging Docker for a simple deployment, you keep your information strictly private while enjoying a clean, interactive dashboard. Whether you are logging income or visualizing spending patterns, this tool puts you in the driver seat. Start managing your wealth with total privacy by hosting your own financial hub today.
🆔 @hackernewsgithubprojects
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📦 kostard/forgecad
Design Parametric CAD with TypeScript
Stop fighting clunky interfaces and start designing hardware with the power of code. ForgeCAD brings parametric design directly into your JavaScript and TypeScript environment, letting you define geometry, constraints, and assemblies through pure programming. It solves the frustration of rigid manual modeling by offering live parameter updates and exact STEP export capabilities, making your design workflow truly iterative and reproducible. Whether you are building complex assemblies or simple parts, this project lets you treat your hardware designs like software. Dive into ForgeCAD today to unlock a more flexible, developer-friendly way to bring your engineering ideas into the physical world.
🆔 @hackernewsgithubprojects
Design Parametric CAD with TypeScript
Stop fighting clunky interfaces and start designing hardware with the power of code. ForgeCAD brings parametric design directly into your JavaScript and TypeScript environment, letting you define geometry, constraints, and assemblies through pure programming. It solves the frustration of rigid manual modeling by offering live parameter updates and exact STEP export capabilities, making your design workflow truly iterative and reproducible. Whether you are building complex assemblies or simple parts, this project lets you treat your hardware designs like software. Dive into ForgeCAD today to unlock a more flexible, developer-friendly way to bring your engineering ideas into the physical world.
🆔 @hackernewsgithubprojects
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📦 amaancoderx/npxskillui
Clone Any Design System in Seconds with SkillUI
Ever wish you could instantly grab the design system from any website to use in your own projects? Meet SkillUI, a powerful command line tool that reverse engineers websites, git repositories, or local codebases into a structured skill file ready for AI agents. Instead of manual inspection, it uses static analysis and browser automation to extract colors, typography, spacing, and even complex animations perfectly. You simply run a command, and it builds a comprehensive design blueprint that you can feed directly into your development workflow. It is the ultimate shortcut for building pixel perfect interfaces effortlessly.
🆔 @hackernewsgithubprojects
Clone Any Design System in Seconds with SkillUI
Ever wish you could instantly grab the design system from any website to use in your own projects? Meet SkillUI, a powerful command line tool that reverse engineers websites, git repositories, or local codebases into a structured skill file ready for AI agents. Instead of manual inspection, it uses static analysis and browser automation to extract colors, typography, spacing, and even complex animations perfectly. You simply run a command, and it builds a comprehensive design blueprint that you can feed directly into your development workflow. It is the ultimate shortcut for building pixel perfect interfaces effortlessly.
🆔 @hackernewsgithubprojects
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📦 nateherkai/token-dashboard
Stop Wasting Money on Claude Code! Use This Local Token Dashboard
Are you burning through your AI budget without realizing it? This local dashboard repository is the ultimate tool for developers who want to track exactly how their Claude Code usage impacts their wallet. It scans your raw session transcripts to generate detailed cost analytics, identifying expensive prompts and wasteful patterns like redundant file reads. Everything runs securely on your machine, ensuring complete privacy with no telemetry or external data sharing. By visualizing token usage and session insights, it helps you optimize your workflow and truly understand your spending. Take control of your AI costs and start monitoring your sessions today.
🆔 @hackernewsgithubprojects
Stop Wasting Money on Claude Code! Use This Local Token Dashboard
Are you burning through your AI budget without realizing it? This local dashboard repository is the ultimate tool for developers who want to track exactly how their Claude Code usage impacts their wallet. It scans your raw session transcripts to generate detailed cost analytics, identifying expensive prompts and wasteful patterns like redundant file reads. Everything runs securely on your machine, ensuring complete privacy with no telemetry or external data sharing. By visualizing token usage and session insights, it helps you optimize your workflow and truly understand your spending. Take control of your AI costs and start monitoring your sessions today.
🆔 @hackernewsgithubprojects
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📦 jxlarrea/voice-satellite-card-integration
Turn Any Device Into a Private Home Assistant Voice Satellite
Ever wanted to turn your old tablet or phone into a powerful, private smart home voice assistant? This project transforms any web browser into a full-featured, hands-free satellite for Home Assistant. It runs local wake-word detection right in your browser using JavaScript, meaning your audio stays private and processes instantly. You can choose from seven sleek visual skins, display rich information like weather and stock data, and even control your home with natural language commands. It is the perfect way to breathe new life into spare screens around your house. Start building your own custom voice control station today.
🆔 @hackernewsgithubprojects
Turn Any Device Into a Private Home Assistant Voice Satellite
Ever wanted to turn your old tablet or phone into a powerful, private smart home voice assistant? This project transforms any web browser into a full-featured, hands-free satellite for Home Assistant. It runs local wake-word detection right in your browser using JavaScript, meaning your audio stays private and processes instantly. You can choose from seven sleek visual skins, display rich information like weather and stock data, and even control your home with natural language commands. It is the perfect way to breathe new life into spare screens around your house. Start building your own custom voice control station today.
🆔 @hackernewsgithubprojects
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📦 stepankropachev/obsidian-pm
Project Management Inside Your Obsidian Vault
Tired of juggling separate project management apps that keep your data locked away? This Obsidian plugin changes everything by bringing professional-grade project tracking directly into your own local vault. It transforms your markdown notes into a powerful command center featuring interactive Gantt charts, Kanban boards, and versatile table views. You can handle complex subtasks, track dependencies, and manage time estimates without ever relying on external services or subscriptions. Everything remains in plain text, giving you complete ownership of your data while keeping your workflow incredibly smooth. Start mastering your projects today by keeping your entire life organized right where you write.
🆔 @hackernewsgithubprojects
Project Management Inside Your Obsidian Vault
Tired of juggling separate project management apps that keep your data locked away? This Obsidian plugin changes everything by bringing professional-grade project tracking directly into your own local vault. It transforms your markdown notes into a powerful command center featuring interactive Gantt charts, Kanban boards, and versatile table views. You can handle complex subtasks, track dependencies, and manage time estimates without ever relying on external services or subscriptions. Everything remains in plain text, giving you complete ownership of your data while keeping your workflow incredibly smooth. Start mastering your projects today by keeping your entire life organized right where you write.
🆔 @hackernewsgithubprojects
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📦 dnakov/kittyfarm
Stop Testing Apps One by One
Are you tired of manually testing your mobile apps across multiple devices? Meet the game-changer for your development workflow. This tool lets you run iOS simulators and Android emulators simultaneously in one unified window. The best part is its clever touch replication, which sends your inputs to every connected device at once, saving you tons of time. It even handles build deployment in parallel, making cross-platform testing feel effortless. If you want to streamline your process and get your apps ready faster, this is the perfect solution for your toolkit. Give it a look and supercharge your development today.
🆔 @hackernewsgithubprojects
Stop Testing Apps One by One
Are you tired of manually testing your mobile apps across multiple devices? Meet the game-changer for your development workflow. This tool lets you run iOS simulators and Android emulators simultaneously in one unified window. The best part is its clever touch replication, which sends your inputs to every connected device at once, saving you tons of time. It even handles build deployment in parallel, making cross-platform testing feel effortless. If you want to streamline your process and get your apps ready faster, this is the perfect solution for your toolkit. Give it a look and supercharge your development today.
🆔 @hackernewsgithubprojects
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📦 minishlab/semble
Stop Waiting for AI Code Search with Semble
Tired of your AI agents struggling to find the right code snippets in massive repositories? Meet Semble, a lightning-fast search engine built specifically for developers and their AI agents. Instead of waiting for slow lookups, Semble uses a hybrid approach combining static embeddings and lexical matching to deliver precise results in milliseconds, all running locally on your CPU without any external API calls. Whether you are using Claude Code or Cursor, it integrates seamlessly as an MCP server to handle your indexing needs instantly. Stop wasting tokens and time; start coding smarter with this powerful search tool.
📰 https://news.ycombinator.com/item?id=47910885
🆔 @hackernewsgithubprojects
Stop Waiting for AI Code Search with Semble
Tired of your AI agents struggling to find the right code snippets in massive repositories? Meet Semble, a lightning-fast search engine built specifically for developers and their AI agents. Instead of waiting for slow lookups, Semble uses a hybrid approach combining static embeddings and lexical matching to deliver precise results in milliseconds, all running locally on your CPU without any external API calls. Whether you are using Claude Code or Cursor, it integrates seamlessly as an MCP server to handle your indexing needs instantly. Stop wasting tokens and time; start coding smarter with this powerful search tool.
📰 https://news.ycombinator.com/item?id=47910885
🆔 @hackernewsgithubprojects
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📦 adam-s/intercept
Turn Any Website Into a Typed JSON API Automatically
Ever wanted to scrape data from a website but hated dealing with messy HTML? This repository changes the game by turning any website into a clean, typed JSON API using autonomous, self-improving agents. It connects a headless browser to capture live network traffic, classifies data transports, and builds reliable proxy routes instantly. The secret sauce is its instruction-tuning system, where parallel agents constantly test and refine their own rules to ensure higher accuracy over time. Whether you need to build custom dashboards or extract complex data streams, this tool automates the heavy lifting. Start building smarter integrations today.
📰 https://news.ycombinator.com/item?id=47510581
🆔 @hackernewsgithubprojects
Turn Any Website Into a Typed JSON API Automatically
Ever wanted to scrape data from a website but hated dealing with messy HTML? This repository changes the game by turning any website into a clean, typed JSON API using autonomous, self-improving agents. It connects a headless browser to capture live network traffic, classifies data transports, and builds reliable proxy routes instantly. The secret sauce is its instruction-tuning system, where parallel agents constantly test and refine their own rules to ensure higher accuracy over time. Whether you need to build custom dashboards or extract complex data streams, this tool automates the heavy lifting. Start building smarter integrations today.
📰 https://news.ycombinator.com/item?id=47510581
🆔 @hackernewsgithubprojects
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📦 edoardobambini/agent-armor-iaga
Stop Unchecked AI Actions with Agent Armor
Are your autonomous AI agents doing more than you intended? While powerful frameworks give agents access to critical tools like shell commands, databases, and secrets, they often lack essential oversight. Enter Agent Armor, a zero-trust governance kernel designed to put you back in charge. It acts as a mandatory chokepoint for every action your agent attempts, providing a tamper-proof, signed audit log through Merkle-chained receipts. With its deterministic policy language, you can enforce strict rules and approve every move before it happens, ensuring your AI stays safely within its guardrails. Secure your autonomous systems with confidence starting today.
📰 https://news.ycombinator.com/item?id=47802851
🆔 @hackernewsgithubprojects
Stop Unchecked AI Actions with Agent Armor
Are your autonomous AI agents doing more than you intended? While powerful frameworks give agents access to critical tools like shell commands, databases, and secrets, they often lack essential oversight. Enter Agent Armor, a zero-trust governance kernel designed to put you back in charge. It acts as a mandatory chokepoint for every action your agent attempts, providing a tamper-proof, signed audit log through Merkle-chained receipts. With its deterministic policy language, you can enforce strict rules and approve every move before it happens, ensuring your AI stays safely within its guardrails. Secure your autonomous systems with confidence starting today.
📰 https://news.ycombinator.com/item?id=47802851
🆔 @hackernewsgithubprojects
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📦 step-security/dev-machine-guard
Is Your Dev Machine Compromised? Scan for Hidden Threats in Seconds!
Developer machines are the new target for cyberattacks, yet most security tools completely ignore the developer tooling layer. This powerful project solves that by scanning your machine for AI agents, rogue MCP servers, unvetted IDE extensions, and suspicious packages in mere seconds. It identifies hidden risks that traditional endpoint security misses, giving you full visibility into what is actually running on your system. Whether you are auditing your personal environment or managing a team, this tool provides critical peace of mind by catching vulnerabilities before they become incidents. Take control of your security stack and start scanning today.
📰 https://news.ycombinator.com/item?id=47355463
🆔 @hackernewsgithubprojects
Is Your Dev Machine Compromised? Scan for Hidden Threats in Seconds!
Developer machines are the new target for cyberattacks, yet most security tools completely ignore the developer tooling layer. This powerful project solves that by scanning your machine for AI agents, rogue MCP servers, unvetted IDE extensions, and suspicious packages in mere seconds. It identifies hidden risks that traditional endpoint security misses, giving you full visibility into what is actually running on your system. Whether you are auditing your personal environment or managing a team, this tool provides critical peace of mind by catching vulnerabilities before they become incidents. Take control of your security stack and start scanning today.
📰 https://news.ycombinator.com/item?id=47355463
🆔 @hackernewsgithubprojects
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📦 duane1024/l123
The Ultimate Retro Spreadsheet Experience: Meet L123
Ever miss the raw speed and precision of classic spreadsheet software? Meet L123, a modern project that perfectly recreates the legendary DOS-era Lotus experience right in your terminal. It brings back the iconic three-line control panel and keyboard-first slash menus, allowing you to fly through data entry without ever touching a mouse. Most impressively, it handles modern file formats seamlessly, offering full compatibility with everyday spreadsheets. Whether you are a fan of retro interfaces or just want a lightning-fast way to crunch numbers, this tool proves that classic workflows remain unmatched. Give it a try and reclaim your productivity.
📰 https://news.ycombinator.com/item?id=47926480
🆔 @hackernewsgithubprojects
The Ultimate Retro Spreadsheet Experience: Meet L123
Ever miss the raw speed and precision of classic spreadsheet software? Meet L123, a modern project that perfectly recreates the legendary DOS-era Lotus experience right in your terminal. It brings back the iconic three-line control panel and keyboard-first slash menus, allowing you to fly through data entry without ever touching a mouse. Most impressively, it handles modern file formats seamlessly, offering full compatibility with everyday spreadsheets. Whether you are a fan of retro interfaces or just want a lightning-fast way to crunch numbers, this tool proves that classic workflows remain unmatched. Give it a try and reclaim your productivity.
📰 https://news.ycombinator.com/item?id=47926480
🆔 @hackernewsgithubprojects
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📦 ruvnet/ruflo
Supercharge Your Coding with Multi-Agent Swarms
Stop managing your AI assistants one by one and start orchestrating them like a professional development team. This repository introduces a powerful platform for Claude that deploys intelligent multi-agent swarms to handle complex coding tasks autonomously. It solves the fragmentation of typical AI workflows by coordinating specialized agents, implementing self-learning neural patterns, and providing rapid vector memory storage for consistent, project-wide context. Whether it is automated testing, security auditing, or sophisticated documentation, this tool transforms your coding environment into a cohesive engine. Upgrade your developer experience today and let your swarm do the heavy lifting while you focus on the vision.
📰 https://news.ycombinator.com/item?id=47943679
🆔 @hackernewsgithubprojects
Supercharge Your Coding with Multi-Agent Swarms
Stop managing your AI assistants one by one and start orchestrating them like a professional development team. This repository introduces a powerful platform for Claude that deploys intelligent multi-agent swarms to handle complex coding tasks autonomously. It solves the fragmentation of typical AI workflows by coordinating specialized agents, implementing self-learning neural patterns, and providing rapid vector memory storage for consistent, project-wide context. Whether it is automated testing, security auditing, or sophisticated documentation, this tool transforms your coding environment into a cohesive engine. Upgrade your developer experience today and let your swarm do the heavy lifting while you focus on the vision.
📰 https://news.ycombinator.com/item?id=47943679
🆔 @hackernewsgithubprojects
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📦 upstash/botstreet
Who Wins? An AI Trading Battle
Ever wondered if artificial intelligence could actually beat the stock market? Botstreet is an innovative trading arena where three distinct AI agents are each given one hundred thousand dollars to compete in real-time. By leveraging Upstash Redis for high-speed data storage and managing live market price feeds, these bots execute complex strategies to see who generates the most profit. It solves the mystery of algorithmic performance by putting different logic models head-to-head in a live environment. Whether you are a developer or a finance enthusiast, this experiment proves how automated agents handle risk. Check it out to see who wins today.
📰 https://news.ycombinator.com/item?id=47581127
🆔 @hackernewsgithubprojects
Who Wins? An AI Trading Battle
Ever wondered if artificial intelligence could actually beat the stock market? Botstreet is an innovative trading arena where three distinct AI agents are each given one hundred thousand dollars to compete in real-time. By leveraging Upstash Redis for high-speed data storage and managing live market price feeds, these bots execute complex strategies to see who generates the most profit. It solves the mystery of algorithmic performance by putting different logic models head-to-head in a live environment. Whether you are a developer or a finance enthusiast, this experiment proves how automated agents handle risk. Check it out to see who wins today.
📰 https://news.ycombinator.com/item?id=47581127
🆔 @hackernewsgithubprojects
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📦 agent-fm/agentfm-core
Turn Your Computer into a Global AI Supercomputer
Stop paying massive fees for centralized AI services and start building your own decentralized supercomputer today. This project allows you to harness a global mesh of idle CPUs and GPUs to run heavy AI workloads securely. By leveraging peer-to-peer networking and ephemeral containers, it lets you broadcast your custom agents across the internet or create private, encrypted darknets for your team. You can easily execute tasks and stream results instantly, bypassing traditional cloud monopolies. Join the growing network of idle hardware and unleash the true potential of your computing power by contributing to this open decentralized ecosystem.
📰 https://news.ycombinator.com/item?id=47800418
🆔 @hackernewsgithubprojects
Turn Your Computer into a Global AI Supercomputer
Stop paying massive fees for centralized AI services and start building your own decentralized supercomputer today. This project allows you to harness a global mesh of idle CPUs and GPUs to run heavy AI workloads securely. By leveraging peer-to-peer networking and ephemeral containers, it lets you broadcast your custom agents across the internet or create private, encrypted darknets for your team. You can easily execute tasks and stream results instantly, bypassing traditional cloud monopolies. Join the growing network of idle hardware and unleash the true potential of your computing power by contributing to this open decentralized ecosystem.
📰 https://news.ycombinator.com/item?id=47800418
🆔 @hackernewsgithubprojects
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📦 askalf/dario
Stop Paying Per-Token! Use This Local LLM Router
Are you tired of juggling different API keys and expensive per-token pricing for your coding agents? Meet a powerful local LLM router that solves this by unifying all your AI services behind a single endpoint. It allows you to use your existing Claude subscription across every tool you own, including popular editors and coding agents, simply by acting as a seamless proxy. It supports everything from OpenAI and Groq to local models via Ollama. With concrete features like a multi-account pool to avoid rate limits and an MCP server for easy introspection, it is the ultimate tool for developers. Take control today.
📰 https://news.ycombinator.com/item?id=47726061
🆔 @hackernewsgithubprojects
Stop Paying Per-Token! Use This Local LLM Router
Are you tired of juggling different API keys and expensive per-token pricing for your coding agents? Meet a powerful local LLM router that solves this by unifying all your AI services behind a single endpoint. It allows you to use your existing Claude subscription across every tool you own, including popular editors and coding agents, simply by acting as a seamless proxy. It supports everything from OpenAI and Groq to local models via Ollama. With concrete features like a multi-account pool to avoid rate limits and an MCP server for easy introspection, it is the ultimate tool for developers. Take control today.
📰 https://news.ycombinator.com/item?id=47726061
🆔 @hackernewsgithubprojects
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📦 earthtojake/text-to-cad
Build 3D Models Just By Describing Them
Have you ever wished you could just describe a 3D part and have it appear on your screen? This open source harness makes that a reality by allowing your favorite coding agent to generate precise CAD models from simple prompts. Instead of sketching every single line, you simply describe your design and let the software handle the technical heavy lifting. It supports professional formats like STEP and STL and even creates robot descriptions, while a local viewer lets you inspect your results instantly. It is a total game changer for rapid prototyping, so start building your vision today.
📰 https://news.ycombinator.com/item?id=47945938
🆔 @hackernewsgithubprojects
Build 3D Models Just By Describing Them
Have you ever wished you could just describe a 3D part and have it appear on your screen? This open source harness makes that a reality by allowing your favorite coding agent to generate precise CAD models from simple prompts. Instead of sketching every single line, you simply describe your design and let the software handle the technical heavy lifting. It supports professional formats like STEP and STL and even creates robot descriptions, while a local viewer lets you inspect your results instantly. It is a total game changer for rapid prototyping, so start building your vision today.
📰 https://news.ycombinator.com/item?id=47945938
🆔 @hackernewsgithubprojects
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📦 nakabonne/pbgopy
Copy and Paste Between Any Devices with This Tool
Ever wish you could copy text or files on one device and instantly paste them onto another? Meet this clever utility that functions just like a local clipboard but works across multiple machines. By running a simple server, you can securely sync your data over a network using command-line commands. It even offers robust security options, including end-to-end encryption with symmetric keys or GPG integration, so your information stays private. Whether you are moving files between servers or jumping between computers, this tool makes your workflow incredibly seamless. Give it a try to reclaim your productivity across your entire digital workspace.
📰 https://news.ycombinator.com/item?id=47946110
🆔 @hackernewsgithubprojects
Copy and Paste Between Any Devices with This Tool
Ever wish you could copy text or files on one device and instantly paste them onto another? Meet this clever utility that functions just like a local clipboard but works across multiple machines. By running a simple server, you can securely sync your data over a network using command-line commands. It even offers robust security options, including end-to-end encryption with symmetric keys or GPG integration, so your information stays private. Whether you are moving files between servers or jumping between computers, this tool makes your workflow incredibly seamless. Give it a try to reclaim your productivity across your entire digital workspace.
📰 https://news.ycombinator.com/item?id=47946110
🆔 @hackernewsgithubprojects
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📦 jamesyc/timecapsulesmb
Give Your Old Apple Time Capsule New Life
Is your old Apple Time Capsule gathering dust because it no longer plays nice with modern macOS? This project lets you hack your device to run modern Samba, bypassing outdated protocols that Apple has abandoned. By installing this toolkit, you configure a specialized SMB3 server that runs directly on the hardware, allowing your Time Capsule to show up in Finder as a standard network share once again. It automates everything from SSH setup to deployment, ensuring you can keep using your vintage gear for backups. Unlock your legacy hardware and bring it into the modern era today.
📰 https://news.ycombinator.com/item?id=47946075
🆔 @hackernewsgithubprojects
Give Your Old Apple Time Capsule New Life
Is your old Apple Time Capsule gathering dust because it no longer plays nice with modern macOS? This project lets you hack your device to run modern Samba, bypassing outdated protocols that Apple has abandoned. By installing this toolkit, you configure a specialized SMB3 server that runs directly on the hardware, allowing your Time Capsule to show up in Finder as a standard network share once again. It automates everything from SSH setup to deployment, ensuring you can keep using your vintage gear for backups. Unlock your legacy hardware and bring it into the modern era today.
📰 https://news.ycombinator.com/item?id=47946075
🆔 @hackernewsgithubprojects
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📦 wemake-services/django-modern-rest
Build Faster Django APIs with Modern REST
Are you tired of fighting with outdated Django REST framework patterns? This project is a game changer that brings modern development standards to your backend by introducing full type safety and native asynchronous support right out of the box. By leveraging strict type checking and clean, modern syntax, it simplifies complex API development while ensuring your codebase remains incredibly robust and maintainable. It eliminates the boilerplate code that usually slows you down, making it the perfect tool for developers who demand high performance and cleaner architecture. Start using it today to level up your Django workflows and write significantly more efficient code.
📰 https://news.ycombinator.com/item?id=47946368
🆔 @hackernewsgithubprojects
Build Faster Django APIs with Modern REST
Are you tired of fighting with outdated Django REST framework patterns? This project is a game changer that brings modern development standards to your backend by introducing full type safety and native asynchronous support right out of the box. By leveraging strict type checking and clean, modern syntax, it simplifies complex API development while ensuring your codebase remains incredibly robust and maintainable. It eliminates the boilerplate code that usually slows you down, making it the perfect tool for developers who demand high performance and cleaner architecture. Start using it today to level up your Django workflows and write significantly more efficient code.
📰 https://news.ycombinator.com/item?id=47946368
🆔 @hackernewsgithubprojects
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📦 machinepulse-ai/world2agent
How to Give Your AI Agents Real-World Perception
Ever feel like your AI agents are trapped in a bubble with no idea what is actually happening in the real world. Meet World2Agent, an open protocol designed to standardize how AI agents perceive external information. Instead of agents blindly guessing, this tool lets you install specialized sensors that pipe structured, real-time data directly into your agent sessions. Whether you are tracking market changes or keeping tabs on technical news, you can swap sensors easily because they all follow the same schema. It is a massive step toward building truly reactive, environment-aware agents. Start building your own sensor today.
📰 https://news.ycombinator.com/item?id=47946469
🆔 @hackernewsgithubprojects
How to Give Your AI Agents Real-World Perception
Ever feel like your AI agents are trapped in a bubble with no idea what is actually happening in the real world. Meet World2Agent, an open protocol designed to standardize how AI agents perceive external information. Instead of agents blindly guessing, this tool lets you install specialized sensors that pipe structured, real-time data directly into your agent sessions. Whether you are tracking market changes or keeping tabs on technical news, you can swap sensors easily because they all follow the same schema. It is a massive step toward building truly reactive, environment-aware agents. Start building your own sensor today.
📰 https://news.ycombinator.com/item?id=47946469
🆔 @hackernewsgithubprojects