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π¦ austinrockman/reflector
Reflector: Your Sample Library That Actually Understands Harmony
Reflector is a free, local-first macOS application that lets your personal sample library speak your musical language. Instead of searching by filename or tag, it listens to the actual harmonic content of your audio files. You drop in a pad or a synth stab, and Reflector instantly finds other samples in your folder that will blend perfectly with it, even suggesting the right pitch to make them lock together. It learns the hidden compatibility between thousands of sounds, turning a messy folder of loops into a navigable musical instrument. All of this happens on your own computer, keeping your data private and your workflow fast.
π @hackernewsgithubprojects
Reflector: Your Sample Library That Actually Understands Harmony
Reflector is a free, local-first macOS application that lets your personal sample library speak your musical language. Instead of searching by filename or tag, it listens to the actual harmonic content of your audio files. You drop in a pad or a synth stab, and Reflector instantly finds other samples in your folder that will blend perfectly with it, even suggesting the right pitch to make them lock together. It learns the hidden compatibility between thousands of sounds, turning a messy folder of loops into a navigable musical instrument. All of this happens on your own computer, keeping your data private and your workflow fast.
π @hackernewsgithubprojects
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π¦ hollyming/cazo
Cazo: The AI That Adapts Without Looking Back
Cazo is the memory-efficient AI trainer that adapts to changing conditions using only forward passes. Most AI models need to rewind and recalculate every mistake to learn, which eats up massive amounts of computer memory. This project flips that logic by using zeroth-order optimization to tweak the modelβs settings on the fly without ever needing to reverse the process. This means it uses roughly eighty percent less memory than standard methods, making it perfect for running on devices with limited hardware or quantized models. It effectively helps computers adjust to noisy or distorted data in real time, keeping them accurate without breaking the bank on computing power.
π @hackernewsgithubprojects
Cazo: The AI That Adapts Without Looking Back
Cazo is the memory-efficient AI trainer that adapts to changing conditions using only forward passes. Most AI models need to rewind and recalculate every mistake to learn, which eats up massive amounts of computer memory. This project flips that logic by using zeroth-order optimization to tweak the modelβs settings on the fly without ever needing to reverse the process. This means it uses roughly eighty percent less memory than standard methods, making it perfect for running on devices with limited hardware or quantized models. It effectively helps computers adjust to noisy or distorted data in real time, keeping them accurate without breaking the bank on computing power.
π @hackernewsgithubprojects
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π¦ internetvin/internetvin-terminal
internetvin-terminal: The Obsidian Terminal Plugin
Type double brackets inside the terminal and watch your vault notes appear in a dropdown right inside the command line. This Obsidian plugin brings a real terminal into your notes, letting you run actual commands while keeping your documents nearby. The standout feature is the autocomplete for your wiki links, so you never have to leave the interface to find files. It also handles drag-and-drop and saves your tab layout automatically. It is a neat way to keep your notes and your command line in the same window. Check it out if you want to bridge the gap between your workflow and your code.
π @hackernewsgithubprojects
internetvin-terminal: The Obsidian Terminal Plugin
Type double brackets inside the terminal and watch your vault notes appear in a dropdown right inside the command line. This Obsidian plugin brings a real terminal into your notes, letting you run actual commands while keeping your documents nearby. The standout feature is the autocomplete for your wiki links, so you never have to leave the interface to find files. It also handles drag-and-drop and saves your tab layout automatically. It is a neat way to keep your notes and your command line in the same window. Check it out if you want to bridge the gap between your workflow and your code.
π @hackernewsgithubprojects
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π¦ markrai/gitpow
GitPow: Visualizing Code History
See how your code evolved by flipping between vertical and horizontal graph views that you can pinch to zoom on a touchscreen. This open-source app lets you track large projects without slowing down, while showing picture previews when images change and grouping work by month so your timeline stays readable. It runs on Windows, Mac, and Linux, and feels faster than older tools because it skips heavy loading for big codebases. Pick up GitPow to finally see your commit history in a way that makes sense and keeps you focused on the fun parts of development.
π @hackernewsgithubprojects
GitPow: Visualizing Code History
See how your code evolved by flipping between vertical and horizontal graph views that you can pinch to zoom on a touchscreen. This open-source app lets you track large projects without slowing down, while showing picture previews when images change and grouping work by month so your timeline stays readable. It runs on Windows, Mac, and Linux, and feels faster than older tools because it skips heavy loading for big codebases. Pick up GitPow to finally see your commit history in a way that makes sense and keeps you focused on the fun parts of development.
π @hackernewsgithubprojects
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π¦ xoreaxeaxeax/skitter-creek-bath-salts
How Skitter Creek Bath Salts Breaks CPU Security
skitter-creek-bath-salts lets you bypass the deepest security walls on AMD processors by rewriting how the CPU talks to your RAM. Most defenses assume physical memory addresses are fixed and safe, but this project flips a single bit in the memory controller to scramble where data actually lives. Suddenly, a memory address points to a different location, letting you peek into protected zones the operating system thought were hidden. It is a brilliant hack that proves even the hardwareβs lowest-level protections can be tricked into revealing secrets they were meant to keep.
π° https://news.ycombinator.com/item?id=49286341
π @hackernewsgithubprojects
How Skitter Creek Bath Salts Breaks CPU Security
skitter-creek-bath-salts lets you bypass the deepest security walls on AMD processors by rewriting how the CPU talks to your RAM. Most defenses assume physical memory addresses are fixed and safe, but this project flips a single bit in the memory controller to scramble where data actually lives. Suddenly, a memory address points to a different location, letting you peek into protected zones the operating system thought were hidden. It is a brilliant hack that proves even the hardwareβs lowest-level protections can be tricked into revealing secrets they were meant to keep.
π° https://news.ycombinator.com/item?id=49286341
π @hackernewsgithubprojects
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π¦ jsattler/bettercapture
BetterCapture: The Free macOS Screen Recorder
BetterCapture is the open-source macOS screen recorder that finally gives you professional quality without the subscription fee or bloat. It sits neatly in your menu bar, letting you record your entire screen, a single window, or just a specific area with native performance. The real star here is its serious encoding engine. You can capture video in ProRes with full alpha channels for transparent backgrounds, or go for high-efficiency HEVC while recording both your system audio and microphone at the same time. It is built for privacy, keeping everything local with zero tracking, and it even lets you toggle recording from external tools like Raycast.
π @hackernewsgithubprojects
BetterCapture: The Free macOS Screen Recorder
BetterCapture is the open-source macOS screen recorder that finally gives you professional quality without the subscription fee or bloat. It sits neatly in your menu bar, letting you record your entire screen, a single window, or just a specific area with native performance. The real star here is its serious encoding engine. You can capture video in ProRes with full alpha channels for transparent backgrounds, or go for high-efficiency HEVC while recording both your system audio and microphone at the same time. It is built for privacy, keeping everything local with zero tracking, and it even lets you toggle recording from external tools like Raycast.
π @hackernewsgithubprojects
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π¦ awesome-dsh-plugin/awesome-dsh-plugin
Awesome DSH Plugin: The DeepSeek Harness Plugin List
Awesome DSH Plugin is the essential directory that centralizes every extension for the DeepSeek Harness desktop app. Instead of hunting through scattered codebases, you get one clean index of community tools that transform the basic chat interface into a powerful workspace. You can easily add features like drag-and-drop files, custom voice commands, or even playful virtual pets. The single most useful aspect is how it turns a standard AI tool into your own personalized setup in just a click. It is the perfect place to start if you want to make your daily coding or writing tasks smoother and more fun.
π @hackernewsgithubprojects
Awesome DSH Plugin: The DeepSeek Harness Plugin List
Awesome DSH Plugin is the essential directory that centralizes every extension for the DeepSeek Harness desktop app. Instead of hunting through scattered codebases, you get one clean index of community tools that transform the basic chat interface into a powerful workspace. You can easily add features like drag-and-drop files, custom voice commands, or even playful virtual pets. The single most useful aspect is how it turns a standard AI tool into your own personalized setup in just a click. It is the perfect place to start if you want to make your daily coding or writing tasks smoother and more fun.
π @hackernewsgithubprojects
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π¦ nuzair46/monarch
Monarch: Switch Monitor Layouts Without Cables
Monarch is the Windows utility that finally lets you detach and restore monitors without unplugging a single cable. It solves the headache of physical switching by using system APIs to toggle display connections in software, so you can swap between dual-screen productivity and single-screen focus instantly. The real magic is the safety net: every layout change triggers a countdown timer that automatically rolls back your screen if you do not confirm it, protecting you from a blank or broken display. You can save these setups as profiles and trigger them with hotkeys or even command line scripts, making it perfect for gaming or remote work.
π @hackernewsgithubprojects
Monarch: Switch Monitor Layouts Without Cables
Monarch is the Windows utility that finally lets you detach and restore monitors without unplugging a single cable. It solves the headache of physical switching by using system APIs to toggle display connections in software, so you can swap between dual-screen productivity and single-screen focus instantly. The real magic is the safety net: every layout change triggers a countdown timer that automatically rolls back your screen if you do not confirm it, protecting you from a blank or broken display. You can save these setups as profiles and trigger them with hotkeys or even command line scripts, making it perfect for gaming or remote work.
π @hackernewsgithubprojects
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π¦ dacnay816y62-hub/photo-revival
Turn Photos into Poetic White Paper Illustrations
Transform ordinary snapshots into poetic white paper illustrations that feel like fresh hand-drawn pages rather than filtered photos. This project lets you take everyday memories, like a cat on a bed or a quiet street corner, and redraw them as small, vivid sketches on large clean white space. It keeps the original emotion and subject but replaces the photo with delicate pencil or watercolor textures. The magic is in the restraint: the illustration occupies only a tiny fraction of the page, leaving most of the white paper untouched like negative space in a poem.
π @hackernewsgithubprojects
Turn Photos into Poetic White Paper Illustrations
Transform ordinary snapshots into poetic white paper illustrations that feel like fresh hand-drawn pages rather than filtered photos. This project lets you take everyday memories, like a cat on a bed or a quiet street corner, and redraw them as small, vivid sketches on large clean white space. It keeps the original emotion and subject but replaces the photo with delicate pencil or watercolor textures. The magic is in the restraint: the illustration occupies only a tiny fraction of the page, leaving most of the white paper untouched like negative space in a poem.
π @hackernewsgithubprojects
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π¦ fellowgeek/mcp-memory
MCP Memory: Give Your AI Agent a Long-Term Brain
Give your AI assistant the ability to remember what you did yesterday, last week, or even last month, so it never loses track of a project mid-task. This project adds persistent memory to coding tools like Claude or Cursor by saving your work notes into a local SQLite database with powerful search capabilities. Instead of letting context vanish when you close a chat window, it quietly archives key insights into plain text files that you can actually read, while keeping a fast index behind the scenes for instant lookups.
π° https://news.ycombinator.com/item?id=49286073
π @hackernewsgithubprojects
MCP Memory: Give Your AI Agent a Long-Term Brain
Give your AI assistant the ability to remember what you did yesterday, last week, or even last month, so it never loses track of a project mid-task. This project adds persistent memory to coding tools like Claude or Cursor by saving your work notes into a local SQLite database with powerful search capabilities. Instead of letting context vanish when you close a chat window, it quietly archives key insights into plain text files that you can actually read, while keeping a fast index behind the scenes for instant lookups.
π° https://news.ycombinator.com/item?id=49286073
π @hackernewsgithubprojects
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π¦ tencentarc/scope
Control 3D Camera Motion in AI Videos
SCoPE turns a single still photo into a video that follows any camera path you want. Most video models just guess where the camera goes, but this tool actually ties every frame to a specific line of sight. You give it one picture, a text description, and a file describing how the camera moves, and it generates a clip that respects that exact motion. It is clever because it adds this control directly into the math of the video generator instead of just hoping for the best. The result is smooth, realistic camera movements that feel like you are physically flying through the scene.
π @hackernewsgithubprojects
Control 3D Camera Motion in AI Videos
SCoPE turns a single still photo into a video that follows any camera path you want. Most video models just guess where the camera goes, but this tool actually ties every frame to a specific line of sight. You give it one picture, a text description, and a file describing how the camera moves, and it generates a clip that respects that exact motion. It is clever because it adds this control directly into the math of the video generator instead of just hoping for the best. The result is smooth, realistic camera movements that feel like you are physically flying through the scene.
π @hackernewsgithubprojects
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π¦ hqbase/hqbase
HQBase: Your Own Team Email System
HQBase lets your whole team manage shared email on your own servers instead of relying on big tech platforms. This open-source workspace runs right inside your Cloudflare account, keeping every message and login safe in your own infrastructure. It handles everything from writing replies and organizing drafts to giving your colleagues specific access levels without exposing sensitive details. The coolest part is that it even offers a secure way for your AI tools to talk directly to your inbox using a protected connection protocol.
π @hackernewsgithubprojects
HQBase: Your Own Team Email System
HQBase lets your whole team manage shared email on your own servers instead of relying on big tech platforms. This open-source workspace runs right inside your Cloudflare account, keeping every message and login safe in your own infrastructure. It handles everything from writing replies and organizing drafts to giving your colleagues specific access levels without exposing sensitive details. The coolest part is that it even offers a secure way for your AI tools to talk directly to your inbox using a protected connection protocol.
π @hackernewsgithubprojects
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π¦ th1nhhdk/local_ai_ocr
Local AI OCR: Your Offline Text Scanner
Scan documents and images directly on your computer without uploading a single byte to the cloud. This project, Local AI OCR, lets you turn pictures and PDFs into editable text using a smart AI model that runs entirely on your own machine. It is perfect for privacy-conscious users who want fast results without trusting third-party servers with their sensitive papers. You simply drop your files in, and the tool handles the heavy lifting right there on your hard drive. It is a simple, portable way to get powerful text recognition without any internet connection required after setup. Just grab the software and start reading those scanned papers instantly.
π @hackernewsgithubprojects
Local AI OCR: Your Offline Text Scanner
Scan documents and images directly on your computer without uploading a single byte to the cloud. This project, Local AI OCR, lets you turn pictures and PDFs into editable text using a smart AI model that runs entirely on your own machine. It is perfect for privacy-conscious users who want fast results without trusting third-party servers with their sensitive papers. You simply drop your files in, and the tool handles the heavy lifting right there on your hard drive. It is a simple, portable way to get powerful text recognition without any internet connection required after setup. Just grab the software and start reading those scanned papers instantly.
π @hackernewsgithubprojects
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π¦ financeflash/unvibecode
Unvibecode
You can now automatically map any complex, unfamiliar codebase into interactive business workflows and visual dependency graphs. A command line tool called unvibecode scans your repository locally, traces how your files and functions connect, and reconstructs how the software actually executes business operations. Instead of manually digging through hundreds of files, it builds an interactive visual map that highlights how data flows from entry points to real business outcomes, while identifying critical logic risks along the way. It also generates prepackaged, highly connected code chunks that you can feed directly to large language models for smarter context.
π @hackernewsgithubprojects
Unvibecode
You can now automatically map any complex, unfamiliar codebase into interactive business workflows and visual dependency graphs. A command line tool called unvibecode scans your repository locally, traces how your files and functions connect, and reconstructs how the software actually executes business operations. Instead of manually digging through hundreds of files, it builds an interactive visual map that highlights how data flows from entry points to real business outcomes, while identifying critical logic risks along the way. It also generates prepackaged, highly connected code chunks that you can feed directly to large language models for smarter context.
π @hackernewsgithubprojects
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π¦ eugr/llama-benchy
Benchmark AI Models with llama-benchy
The most honest way to test an AI model isn't to see how smart it sounds, but how fast it actually thinks across different conversation lengths, and that is exactly what llama-benchy does. This clever Python tool bypasses the limitations of proprietary benchmarking suites by testing any OpenAI-compatible API endpoint with surgical precision. While most tools just measure raw speed, llama-benchy stress tests the model at varying context depths to reveal how performance degrades as conversations grow longer. It even isolates the impact of server-side caching by running two distinct steps to show you exactly how much faster the engine becomes when it recognizes previous text.
π @hackernewsgithubprojects
Benchmark AI Models with llama-benchy
The most honest way to test an AI model isn't to see how smart it sounds, but how fast it actually thinks across different conversation lengths, and that is exactly what llama-benchy does. This clever Python tool bypasses the limitations of proprietary benchmarking suites by testing any OpenAI-compatible API endpoint with surgical precision. While most tools just measure raw speed, llama-benchy stress tests the model at varying context depths to reveal how performance degrades as conversations grow longer. It even isolates the impact of server-side caching by running two distinct steps to show you exactly how much faster the engine becomes when it recognizes previous text.
π @hackernewsgithubprojects
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π¦ nikolay-tyulkin/watti
Watti: The Lamp That Learns to Move
Watti is a desk lamp that can move its own head to follow you around. It uses five motors and a depth camera to track your hands and light up only the part of the desk where you are working. You build scenes in a browser editor that sends full animations to a Raspberry Pi, which plays them smoothly without needing a constant internet connection. The lamp also has forty-five color LEDs and a camera for scanning your space. It turns a simple light into a small desktop assistant that reacts to what you do. You can check the roadmap to see what comes next.
π @hackernewsgithubprojects
Watti: The Lamp That Learns to Move
Watti is a desk lamp that can move its own head to follow you around. It uses five motors and a depth camera to track your hands and light up only the part of the desk where you are working. You build scenes in a browser editor that sends full animations to a Raspberry Pi, which plays them smoothly without needing a constant internet connection. The lamp also has forty-five color LEDs and a camera for scanning your space. It turns a simple light into a small desktop assistant that reacts to what you do. You can check the roadmap to see what comes next.
π @hackernewsgithubprojects
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π¦ bybit-exchange/kaas
KaaS β The Wiki That Writes Itself
KaaS is the self-hosted wiki compiler that turns messy notes into a structured, queryable library without relying on fuzzy vector search. Most knowledge tools just chunk your text into black-box embeddings, but this project actually reads and rewrites your documents into clean Markdown articles, creating a real tree of organized information you can browse. That means when you ask a question, the system picks the full articles it needs rather than guessing from fragments, and every answer cites the exact page it came from so you can verify it.
π° https://news.ycombinator.com/item?id=49099857
π @hackernewsgithubprojects
KaaS β The Wiki That Writes Itself
KaaS is the self-hosted wiki compiler that turns messy notes into a structured, queryable library without relying on fuzzy vector search. Most knowledge tools just chunk your text into black-box embeddings, but this project actually reads and rewrites your documents into clean Markdown articles, creating a real tree of organized information you can browse. That means when you ask a question, the system picks the full articles it needs rather than guessing from fragments, and every answer cites the exact page it came from so you can verify it.
π° https://news.ycombinator.com/item?id=49099857
π @hackernewsgithubprojects
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π¦ salathleizhang/deepseek-harness-desktop
DeepSeek Harness Desktop
DeepSeek Harness Desktop lets you build and run custom AI agents with a clean interface, combining a chat-like workspace with a terminal for real-time control. The single most interesting part is its modular plugin system: you can write tiny, focused scripts called skills that teach the AI exactly how to use tools or edit files, turning a generic model into a specialized assistant without coding a whole app. Itβs like giving your AI a custom toolkit where you decide which tools it gets and when. This setup is super handy for developers who want precise control over AI tasks without wading through complex setup procedures.
π @hackernewsgithubprojects
DeepSeek Harness Desktop
DeepSeek Harness Desktop lets you build and run custom AI agents with a clean interface, combining a chat-like workspace with a terminal for real-time control. The single most interesting part is its modular plugin system: you can write tiny, focused scripts called skills that teach the AI exactly how to use tools or edit files, turning a generic model into a specialized assistant without coding a whole app. Itβs like giving your AI a custom toolkit where you decide which tools it gets and when. This setup is super handy for developers who want precise control over AI tasks without wading through complex setup procedures.
π @hackernewsgithubprojects
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π¦ bikeshaving/termdom
Build Terminal Apps with HTML and CSS
TermDom is a JavaScript library that lets you build terminal apps using HTML, CSS, and the standard DOM. Instead of wrestling with raw ANSI codes, you write normal web code like flexbox layouts and style sheets, and the library handles the heavy lifting. It takes your HTML, calculates the layout in terminal cells, and paints it to the screen using ANSI escape sequences. It even listens for keyboard and mouse input, turning them into web events you can handle with standard JavaScript.
π° https://news.ycombinator.com/item?id=49261987
π @hackernewsgithubprojects
Build Terminal Apps with HTML and CSS
TermDom is a JavaScript library that lets you build terminal apps using HTML, CSS, and the standard DOM. Instead of wrestling with raw ANSI codes, you write normal web code like flexbox layouts and style sheets, and the library handles the heavy lifting. It takes your HTML, calculates the layout in terminal cells, and paints it to the screen using ANSI escape sequences. It even listens for keyboard and mouse input, turning them into web events you can handle with standard JavaScript.
π° https://news.ycombinator.com/item?id=49261987
π @hackernewsgithubprojects
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π¦ rpatrik96/hallmark
Hallmark: The Citation Checker
Hallmark is the citation checker that finally helps you spot fake references in machine learning papers. After a recent scandal exposed hundreds of invented citations slipping through peer review, this project offers a standardized way to test if tools can actually distinguish real from fake. It contains over two thousand annotated examples sorted by how tricky they are to detect. You can run your own detection methods against it or compare them against top AI models and database tools to see what really works. This gives researchers a clear, fair yardstick to measure accuracy instead of just guessing. It is the perfect reference for anyone tired of trusting citations blindly.
π @hackernewsgithubprojects
Hallmark: The Citation Checker
Hallmark is the citation checker that finally helps you spot fake references in machine learning papers. After a recent scandal exposed hundreds of invented citations slipping through peer review, this project offers a standardized way to test if tools can actually distinguish real from fake. It contains over two thousand annotated examples sorted by how tricky they are to detect. You can run your own detection methods against it or compare them against top AI models and database tools to see what really works. This gives researchers a clear, fair yardstick to measure accuracy instead of just guessing. It is the perfect reference for anyone tired of trusting citations blindly.
π @hackernewsgithubprojects