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📦 andreicscs/honeywire
Build an Enterprise-Grade Cyber Canary in 60 Seconds
Defend your internal network by transforming any Linux machine into a high-fidelity deception trap in just sixty seconds. This platform uses specialized sensors like network scan detectors and file monitors to replace noisy traditional alerts with actionable intelligence. By deploying these decoys, you can instantly identify unauthorized lateral movement and suspicious activity without the typical headache of false positives. It features a centralized management dashboard for fleet control and uses a universal event standard that lets you integrate custom sensors in any language. Secure your infrastructure by catching intruders the moment they touch an unauthorized path.
🆔 @hackernewsgithubprojects
Build an Enterprise-Grade Cyber Canary in 60 Seconds
Defend your internal network by transforming any Linux machine into a high-fidelity deception trap in just sixty seconds. This platform uses specialized sensors like network scan detectors and file monitors to replace noisy traditional alerts with actionable intelligence. By deploying these decoys, you can instantly identify unauthorized lateral movement and suspicious activity without the typical headache of false positives. It features a centralized management dashboard for fleet control and uses a universal event standard that lets you integrate custom sensors in any language. Secure your infrastructure by catching intruders the moment they touch an unauthorized path.
🆔 @hackernewsgithubprojects
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📦 tonybanters/oxwm
OXWM: A Modern Dynamic Window Manager
OXWM is a dynamic window manager written in the Zig programming language that prioritizes a highly flexible, scriptable experience over traditional compile-time configuration. By embedding a Lua interpreter, it allows users to modify their window management settings and hot-reload changes instantly without restarting the X session. The project provides native support for dynamic tiling, multi-monitor setups, and a modular status bar system with customizable information blocks. It is designed to offer a modern, accessible alternative to classic window managers while retaining essential features like tag-based workspaces and complex keychord support to enhance overall desktop productivity.
📰 https://news.ycombinator.com/item?id=48670511
🆔 @hackernewsgithubprojects
OXWM: A Modern Dynamic Window Manager
OXWM is a dynamic window manager written in the Zig programming language that prioritizes a highly flexible, scriptable experience over traditional compile-time configuration. By embedding a Lua interpreter, it allows users to modify their window management settings and hot-reload changes instantly without restarting the X session. The project provides native support for dynamic tiling, multi-monitor setups, and a modular status bar system with customizable information blocks. It is designed to offer a modern, accessible alternative to classic window managers while retaining essential features like tag-based workspaces and complex keychord support to enhance overall desktop productivity.
📰 https://news.ycombinator.com/item?id=48670511
🆔 @hackernewsgithubprojects
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📦 vila-lab/activesam
ActiveSAM: Faster Open-Vocabulary Segmentation
Accelerate open-vocabulary semantic segmentation by using ActiveSAM, a training-free inference framework that transforms the Segment Anything Model 3 into a highly efficient active-vocabulary segmenter. Instead of processing full-resolution data for every potential class, it uses a low-resolution preview to identify only the relevant objects present in an image. By skipping unnecessary computations and utilizing bucketed prompt multiplexing, this method achieves significant speedups while improving accuracy across diverse benchmarks. It requires no target-dataset training or weight updates, making it a robust, high-performance solution for complex visual tasks like autonomous driving and real-world AI applications.
🆔 @hackernewsgithubprojects
ActiveSAM: Faster Open-Vocabulary Segmentation
Accelerate open-vocabulary semantic segmentation by using ActiveSAM, a training-free inference framework that transforms the Segment Anything Model 3 into a highly efficient active-vocabulary segmenter. Instead of processing full-resolution data for every potential class, it uses a low-resolution preview to identify only the relevant objects present in an image. By skipping unnecessary computations and utilizing bucketed prompt multiplexing, this method achieves significant speedups while improving accuracy across diverse benchmarks. It requires no target-dataset training or weight updates, making it a robust, high-performance solution for complex visual tasks like autonomous driving and real-world AI applications.
🆔 @hackernewsgithubprojects
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📦 ml-from-scratch-book/code
Build 10 Core ML Algorithms from Scratch
You can demystify complex machine learning models by building ten core algorithms from the ground up using only NumPy. This repository serves as a practical companion for understanding exactly how these models function beyond their standard library wrappers. Each algorithm follows a five-stage framework that moves from plain-English intuition and mathematical formalization to clean code implementation and comparative testing. By validating these custom models against industry standards like Scikit-learn and PyTorch, you gain a deeper understanding of how systems actually learn. It is a highly effective way to master the fundamentals and transition from using black-box tools to truly building them.
📰 https://news.ycombinator.com/item?id=48461956
🆔 @hackernewsgithubprojects
Build 10 Core ML Algorithms from Scratch
You can demystify complex machine learning models by building ten core algorithms from the ground up using only NumPy. This repository serves as a practical companion for understanding exactly how these models function beyond their standard library wrappers. Each algorithm follows a five-stage framework that moves from plain-English intuition and mathematical formalization to clean code implementation and comparative testing. By validating these custom models against industry standards like Scikit-learn and PyTorch, you gain a deeper understanding of how systems actually learn. It is a highly effective way to master the fundamentals and transition from using black-box tools to truly building them.
📰 https://news.ycombinator.com/item?id=48461956
🆔 @hackernewsgithubprojects
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📦 studio-saelix/sencho
Self-Hosted Docker Compose Management with Sencho
Sencho provides a graphical interface for managing Docker Compose stacks across one machine or an entire fleet without requiring SSH or a VPN. This tool acts as a single container running on your hardware, allowing you to deploy services, edit files, and monitor logs directly through a web dashboard while keeping your compose files as the primary source of truth. By using authenticated WebSocket tunnels, Sencho handles remote nodes securely, even those behind strict firewalls or NAT. It offers a clean way to oversee your infrastructure, helping you maintain control and visibility over your containerized services with ease.
📰 https://news.ycombinator.com/item?id=48408061
🆔 @hackernewsgithubprojects
Self-Hosted Docker Compose Management with Sencho
Sencho provides a graphical interface for managing Docker Compose stacks across one machine or an entire fleet without requiring SSH or a VPN. This tool acts as a single container running on your hardware, allowing you to deploy services, edit files, and monitor logs directly through a web dashboard while keeping your compose files as the primary source of truth. By using authenticated WebSocket tunnels, Sencho handles remote nodes securely, even those behind strict firewalls or NAT. It offers a clean way to oversee your infrastructure, helping you maintain control and visibility over your containerized services with ease.
📰 https://news.ycombinator.com/item?id=48408061
🆔 @hackernewsgithubprojects
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📦 coaxk/subarr
Stop Guessing: The Subtitle Manager You Didn't Know You Needed
Subarr serves as a coordination and quality layer for subtitle stacks, operating alongside Bazarr to bring precision to media library management. It resolves subtitle gaps by verifying file content through calibrated audio-language detection rather than relying solely on metadata. The project includes features like a Tuning Lab for Whisper optimization, provider success leaderboards, and an interface to manually queue transcriptions for specific files. By integrating with Sonarr, Radarr, and Tautulli, it prioritizes tasks based on real playback data. This service ensures your subtitle library is accurate and intelligently managed, allowing you to focus on what matters most.
📰 https://news.ycombinator.com/item?id=48460990
🆔 @hackernewsgithubprojects
Stop Guessing: The Subtitle Manager You Didn't Know You Needed
Subarr serves as a coordination and quality layer for subtitle stacks, operating alongside Bazarr to bring precision to media library management. It resolves subtitle gaps by verifying file content through calibrated audio-language detection rather than relying solely on metadata. The project includes features like a Tuning Lab for Whisper optimization, provider success leaderboards, and an interface to manually queue transcriptions for specific files. By integrating with Sonarr, Radarr, and Tautulli, it prioritizes tasks based on real playback data. This service ensures your subtitle library is accurate and intelligently managed, allowing you to focus on what matters most.
📰 https://news.ycombinator.com/item?id=48460990
🆔 @hackernewsgithubprojects
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📦 diekarotte/spatial-omni
Spatial-Omni: Enhancing AI Audio Understanding
Spatial-Omni is the multimodal integration framework that finally enables large language models to process complex spatial audio cues. Standard models often treat audio as simple monaural signals, but this project introduces a lightweight spatial encoder that injects first-order ambisonic data as independent tokens. This allows models to perform sound localization and advanced spatial reasoning by turning 3D audio inputs into actionable context. With a comprehensive dataset containing millions of question-answering pairs, this tool empowers developers to build AI systems that truly understand where sounds originate in a scene. Try implementing this architecture to unlock deeper environmental awareness in your next audio-language model.
🆔 @hackernewsgithubprojects
Spatial-Omni: Enhancing AI Audio Understanding
Spatial-Omni is the multimodal integration framework that finally enables large language models to process complex spatial audio cues. Standard models often treat audio as simple monaural signals, but this project introduces a lightweight spatial encoder that injects first-order ambisonic data as independent tokens. This allows models to perform sound localization and advanced spatial reasoning by turning 3D audio inputs into actionable context. With a comprehensive dataset containing millions of question-answering pairs, this tool empowers developers to build AI systems that truly understand where sounds originate in a scene. Try implementing this architecture to unlock deeper environmental awareness in your next audio-language model.
🆔 @hackernewsgithubprojects
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📦 upb-cn/vllm-startup-profiler
Analyzing vLLM Cold Start Latency
Startup latency is a critical bottleneck for large language models, but this toolkit lets you measure and predict that delay with precision. The project provides an automated testing framework to profile vLLM startup times across various configurations and hardware environments like different GPUs and CPUs. Beyond just benchmarking, it includes a predictor that estimates startup latency based on specific model architectures and system infrastructure. By automating the extraction of graph sizes and model configurations, it helps developers understand performance overhead before deployment. This repository serves as a valuable resource for identifying and mitigating cold start performance challenges.
🆔 @hackernewsgithubprojects
Analyzing vLLM Cold Start Latency
Startup latency is a critical bottleneck for large language models, but this toolkit lets you measure and predict that delay with precision. The project provides an automated testing framework to profile vLLM startup times across various configurations and hardware environments like different GPUs and CPUs. Beyond just benchmarking, it includes a predictor that estimates startup latency based on specific model architectures and system infrastructure. By automating the extraction of graph sizes and model configurations, it helps developers understand performance overhead before deployment. This repository serves as a valuable resource for identifying and mitigating cold start performance challenges.
🆔 @hackernewsgithubprojects
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📦 shanraisshan/claude-code-hooks
Give Your AI Coding Assistant a Voice
Enhance your AI coding sessions by adding distinct audio feedback for every action your terminal assistant takes. This project provides a robust system that triggers custom sound notifications across thirty different hook events, such as session starts, tool usage, or task completion. It bridges the gap between silent command-line interactions and audible status updates, making it easier to track progress without constantly monitoring your screen. By integrating these sound hooks, you can create a more responsive and immersive development environment. Dive into the repository to explore the setup and bring a new layer of interactivity to your workflow.
🆔 @hackernewsgithubprojects
Give Your AI Coding Assistant a Voice
Enhance your AI coding sessions by adding distinct audio feedback for every action your terminal assistant takes. This project provides a robust system that triggers custom sound notifications across thirty different hook events, such as session starts, tool usage, or task completion. It bridges the gap between silent command-line interactions and audible status updates, making it easier to track progress without constantly monitoring your screen. By integrating these sound hooks, you can create a more responsive and immersive development environment. Dive into the repository to explore the setup and bring a new layer of interactivity to your workflow.
🆔 @hackernewsgithubprojects
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📦 green-pt/honey-for-devs
Slash AI Coding Costs with Honey
Honey is a cross-tool coding skill that significantly cuts token usage and API costs for AI coding agents by reducing both code and prose output without sacrificing quality. It works by applying three reflex-style levers: prioritizing the simplest functional code, removing conversational filler, and utilizing dense, token-efficient formats for agent-to-agent communication. Compatible with major platforms like Claude Code, Cursor, and GitHub Copilot, it maintains correctness through safety carve-outs while providing a reproducible benchmark to verify performance. Adopting this writing style allows developers to optimize their agentic workflows, ultimately leading to faster, more cost-effective coding sessions and smarter resource management.
🆔 @hackernewsgithubprojects
Slash AI Coding Costs with Honey
Honey is a cross-tool coding skill that significantly cuts token usage and API costs for AI coding agents by reducing both code and prose output without sacrificing quality. It works by applying three reflex-style levers: prioritizing the simplest functional code, removing conversational filler, and utilizing dense, token-efficient formats for agent-to-agent communication. Compatible with major platforms like Claude Code, Cursor, and GitHub Copilot, it maintains correctness through safety carve-outs while providing a reproducible benchmark to verify performance. Adopting this writing style allows developers to optimize their agentic workflows, ultimately leading to faster, more cost-effective coding sessions and smarter resource management.
🆔 @hackernewsgithubprojects
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📦 xbtlin/ai-berkshire
AI Value Investing Research Framework
Analyze complex investment opportunities by leveraging a multi-agent framework designed to emulate the methodologies of legendary investors like Warren Buffett, Charlie Munger, Duan Yongping, and Li Lu. This project utilizes automated research agents to conduct deep dives into company business models, financial valuations, competitive landscapes, and risk assessments. You can explore comprehensive reports on diverse sectors, from global tech giants to specialized industrial firms, all synthesized through structured, adversarial analysis. By integrating advanced AI tools into your workflow, you gain a rigorous, disciplined approach to evaluating stock potential and making informed decisions. Upgrade your investment research strategy today.
🆔 @hackernewsgithubprojects
AI Value Investing Research Framework
Analyze complex investment opportunities by leveraging a multi-agent framework designed to emulate the methodologies of legendary investors like Warren Buffett, Charlie Munger, Duan Yongping, and Li Lu. This project utilizes automated research agents to conduct deep dives into company business models, financial valuations, competitive landscapes, and risk assessments. You can explore comprehensive reports on diverse sectors, from global tech giants to specialized industrial firms, all synthesized through structured, adversarial analysis. By integrating advanced AI tools into your workflow, you gain a rigorous, disciplined approach to evaluating stock potential and making informed decisions. Upgrade your investment research strategy today.
🆔 @hackernewsgithubprojects
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📦 hoangsonww/claude-code-agent-monitor
Real-time Monitoring for Claude Code
Visualize and track your AI agent activities with a comprehensive monitoring dashboard designed for Claude Code. This platform captures session data, tracks tool usage, and monitors subagent orchestration to provide you with live analytics through a clean interface. Built with SQLite for reliable local data storage, it includes a Kanban status board for project management and even features a digital buddy to accompany your workflow. Whether you choose to run it as a web-based dashboard or a native desktop application, this tool gives you the visibility needed to optimize your AI-driven development process effectively.
🆔 @hackernewsgithubprojects
Real-time Monitoring for Claude Code
Visualize and track your AI agent activities with a comprehensive monitoring dashboard designed for Claude Code. This platform captures session data, tracks tool usage, and monitors subagent orchestration to provide you with live analytics through a clean interface. Built with SQLite for reliable local data storage, it includes a Kanban status board for project management and even features a digital buddy to accompany your workflow. Whether you choose to run it as a web-based dashboard or a native desktop application, this tool gives you the visibility needed to optimize your AI-driven development process effectively.
🆔 @hackernewsgithubprojects
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📦 hkust-c4g/domainshuttle
DomainShuttle: Advanced Open-Domain Subject-Driven Video Generation
Generate high-fidelity videos featuring specific subjects across various domains by utilizing a new open-domain framework that balances reference accuracy with creative flexibility. This tool tackles the challenge of maintaining subject identity while allowing for adaptable backgrounds, styles, and semantic properties by decoupling reference images from video features through a specialized domain-aware modeling system. It employs unique spatial modeling techniques and consistency losses to ensure that generated actions remain true to the subject's intrinsic features. By enabling this level of personalization and control, it serves as a powerful solution for diverse, subject-driven video production, making complex creative workflows significantly more accessible.
🆔 @hackernewsgithubprojects
DomainShuttle: Advanced Open-Domain Subject-Driven Video Generation
Generate high-fidelity videos featuring specific subjects across various domains by utilizing a new open-domain framework that balances reference accuracy with creative flexibility. This tool tackles the challenge of maintaining subject identity while allowing for adaptable backgrounds, styles, and semantic properties by decoupling reference images from video features through a specialized domain-aware modeling system. It employs unique spatial modeling techniques and consistency losses to ensure that generated actions remain true to the subject's intrinsic features. By enabling this level of personalization and control, it serves as a powerful solution for diverse, subject-driven video production, making complex creative workflows significantly more accessible.
🆔 @hackernewsgithubprojects
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📦 m1ckc3s/claude-status-bar
Track your Claude Code sessions directly from your Mac menu bar
Monitor your Claude Code sessions directly from your macOS menu bar with this lightweight utility. It provides a real-time status indicator that tracks your activity, showing an animated icon while Claude is thinking, a label when a tool is running, or a yellow dot when your permission is required. You can choose between different animation styles like the classic Claude spark or a pixel-art crab. It also features an optional completion chime and a live elapsed timer. Keep your workflow focused by seeing exactly when Claude is working, waiting for input, or finished without needing your terminal.
🆔 @hackernewsgithubprojects
Track your Claude Code sessions directly from your Mac menu bar
Monitor your Claude Code sessions directly from your macOS menu bar with this lightweight utility. It provides a real-time status indicator that tracks your activity, showing an animated icon while Claude is thinking, a label when a tool is running, or a yellow dot when your permission is required. You can choose between different animation styles like the classic Claude spark or a pixel-art crab. It also features an optional completion chime and a live elapsed timer. Keep your workflow focused by seeing exactly when Claude is working, waiting for input, or finished without needing your terminal.
🆔 @hackernewsgithubprojects
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📦 longqt-sea/opencore-iso
Run macOS on Proxmox with OpenCore-ISO
Streamline the creation of macOS virtual machines on Proxmox VE and QEMU/KVM by using this carefully crafted OpenCore ISO image. It provides a clean, efficient, and vanilla architecture for running everything from Mac OS X 10.4 up to macOS 26 without legacy configurations or complex kernel patches. This setup is particularly effective for AMD hardware users who want to retain full hypervisor access for other virtual machines. By following the included hardware-specific configuration steps, you can successfully deploy and manage your macOS environment with ease. Start building your own macOS test lab or development environment today.
🆔 @hackernewsgithubprojects
Run macOS on Proxmox with OpenCore-ISO
Streamline the creation of macOS virtual machines on Proxmox VE and QEMU/KVM by using this carefully crafted OpenCore ISO image. It provides a clean, efficient, and vanilla architecture for running everything from Mac OS X 10.4 up to macOS 26 without legacy configurations or complex kernel patches. This setup is particularly effective for AMD hardware users who want to retain full hypervisor access for other virtual machines. By following the included hardware-specific configuration steps, you can successfully deploy and manage your macOS environment with ease. Start building your own macOS test lab or development environment today.
🆔 @hackernewsgithubprojects
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📦 vanloctech/youwee
Youwee: The Ultimate Cross-Platform Media Downloader & Processor
Youwee operates as a comprehensive, cross-platform graphical interface for yt-dlp, capable of downloading media from over eighteen hundred websites. Beyond simple downloads, it functions as a robust automation tool, featuring AI-powered video summarization, natural language video editing, and an advanced subtitle workshop with integrated AI translation and grammar correction. Users can manage entire playlists, follow channels for automatic updates, and extend functionality through custom plugins for post-download workflows. Built with Tauri and React, this open-source project offers a centralized dashboard to streamline media handling and content management tasks. This tool provides a professional-grade environment for managing your digital media library.
🆔 @hackernewsgithubprojects
Youwee: The Ultimate Cross-Platform Media Downloader & Processor
Youwee operates as a comprehensive, cross-platform graphical interface for yt-dlp, capable of downloading media from over eighteen hundred websites. Beyond simple downloads, it functions as a robust automation tool, featuring AI-powered video summarization, natural language video editing, and an advanced subtitle workshop with integrated AI translation and grammar correction. Users can manage entire playlists, follow channels for automatic updates, and extend functionality through custom plugins for post-download workflows. Built with Tauri and React, this open-source project offers a centralized dashboard to streamline media handling and content management tasks. This tool provides a professional-grade environment for managing your digital media library.
🆔 @hackernewsgithubprojects
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📦 walterlow/freecut
Professional Video Editing Directly In Your Browser
Edit complex video projects entirely within your web browser without needing to install any software. This tool provides a professional-grade environment featuring a full multi-track timeline, precise keyframe animations for smooth motion, and real-time previews to see your work as you go. You can manage media assets, apply color grading, and handle high-quality exports with a robust render engine that runs in the browser. It solves the barrier of heavy installation by delivering a complete, powerful editing suite for modern creators. Harness this platform for a seamless workflow that keeps your production process fast, flexible, and completely accessible.
🆔 @hackernewsgithubprojects
Professional Video Editing Directly In Your Browser
Edit complex video projects entirely within your web browser without needing to install any software. This tool provides a professional-grade environment featuring a full multi-track timeline, precise keyframe animations for smooth motion, and real-time previews to see your work as you go. You can manage media assets, apply color grading, and handle high-quality exports with a robust render engine that runs in the browser. It solves the barrier of heavy installation by delivering a complete, powerful editing suite for modern creators. Harness this platform for a seamless workflow that keeps your production process fast, flexible, and completely accessible.
🆔 @hackernewsgithubprojects
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📦 kruszoneq/macusb
The All-in-One USB Bootable Creator for Mac
macUSB is the comprehensive utility that finally simplifies creating bootable USB media on modern Apple Silicon and Intel Macs. This guided macOS application removes the headache of complex terminal commands by offering an all-in-one flow for preparing bootable drives from local installers or a built-in downloader. It handles compatibility for older macOS versions, validates drive capacity, and supports creating bootable media for Linux and Windows as well. With its intuitive interface, automatic media preparation, and verified workflows, it provides a safe, reliable way to manage your system installers. Grab this essential tool to streamline your next installation or recovery project.
🆔 @hackernewsgithubprojects
The All-in-One USB Bootable Creator for Mac
macUSB is the comprehensive utility that finally simplifies creating bootable USB media on modern Apple Silicon and Intel Macs. This guided macOS application removes the headache of complex terminal commands by offering an all-in-one flow for preparing bootable drives from local installers or a built-in downloader. It handles compatibility for older macOS versions, validates drive capacity, and supports creating bootable media for Linux and Windows as well. With its intuitive interface, automatic media preparation, and verified workflows, it provides a safe, reliable way to manage your system installers. Grab this essential tool to streamline your next installation or recovery project.
🆔 @hackernewsgithubprojects
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📦 sooryathejas/metatron
Metatron: Local AI-Powered Penetration Testing Assistant
Metatron is the penetration testing assistant that brings advanced AI analysis to your local machine without needing cloud subscriptions or external API keys. This tool automates your recon process by running standard utilities like Nmap and Nikto, then feeds the results directly into a local Qwen model via Ollama. It identifies vulnerabilities, suggests specific exploits, and documents everything in a dedicated MariaDB database. You can manage your entire scan history through the command line and even generate clean PDF or HTML reports of your findings. It is a powerful way to streamline security testing offline.
🆔 @hackernewsgithubprojects
Metatron: Local AI-Powered Penetration Testing Assistant
Metatron is the penetration testing assistant that brings advanced AI analysis to your local machine without needing cloud subscriptions or external API keys. This tool automates your recon process by running standard utilities like Nmap and Nikto, then feeds the results directly into a local Qwen model via Ollama. It identifies vulnerabilities, suggests specific exploits, and documents everything in a dedicated MariaDB database. You can manage your entire scan history through the command line and even generate clean PDF or HTML reports of your findings. It is a powerful way to streamline security testing offline.
🆔 @hackernewsgithubprojects
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📦 cporter202/scraping-apis-for-devs
Build Apps Faster with this Massive Scraper Collection
Streamline your development process by accessing a massive, organized library of scraping tools designed for building automated workflows and large-scale applications. This collection features hundreds of specialized APIs that extract critical data from platforms like YouTube, Amazon, LinkedIn, and major real estate or job sites. Whether you need to pull product listings, gather customer reviews, or generate AI-powered research reports, these pre-built actors handle the technical heavy lifting for you. You can quickly integrate structured JSON data into your projects to save time and effort. Start exploring these tools today to accelerate your next technical project.
🆔 @hackernewsgithubprojects
Build Apps Faster with this Massive Scraper Collection
Streamline your development process by accessing a massive, organized library of scraping tools designed for building automated workflows and large-scale applications. This collection features hundreds of specialized APIs that extract critical data from platforms like YouTube, Amazon, LinkedIn, and major real estate or job sites. Whether you need to pull product listings, gather customer reviews, or generate AI-powered research reports, these pre-built actors handle the technical heavy lifting for you. You can quickly integrate structured JSON data into your projects to save time and effort. Start exploring these tools today to accelerate your next technical project.
🆔 @hackernewsgithubprojects