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π¦ ducphamngoc08/codevisualizer
CodeVisualizer
CodeVisualizer is the VS Code extension that finally turns your complex code files into interactive flowcharts and dependency graphs directly inside your editor. Instead of getting lost in deep nested loops or trying to manually trace how modules import each other, you just right-click a function or folder to map out the entire control flow instantly. It runs entirely locally on your machine using clever parsing tools to build clean, color-coded diagrams that update as you type. Plus, you can even connect a local AI model to swap out cryptic variable names with friendly, readable labels. It makes jumping into a messy, unfamiliar project actually fun.
π @hackernewsgithubprojects
CodeVisualizer
CodeVisualizer is the VS Code extension that finally turns your complex code files into interactive flowcharts and dependency graphs directly inside your editor. Instead of getting lost in deep nested loops or trying to manually trace how modules import each other, you just right-click a function or folder to map out the entire control flow instantly. It runs entirely locally on your machine using clever parsing tools to build clean, color-coded diagrams that update as you type. Plus, you can even connect a local AI model to swap out cryptic variable names with friendly, readable labels. It makes jumping into a messy, unfamiliar project actually fun.
π @hackernewsgithubprojects
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π¦ fuchengsu/worldstereo
worldstereo
Turn a single flat image into a fully realized, three-dimensional scene with precise camera control. The repository does exactly that by solving a classic problem in digital art: when you try to generate a video walkthrough from a single picture, the perspective usually warps and gets messy. By using clever 3D geometric memories, this tool keeps everything locked in place, maintaining perfect structural consistency as your virtual camera moves. It is incredibly cool because you can create seamless flythroughs of physical spaces or build dense point clouds that actually line up. You get clean, multi-view consistent scenes without the usual distortion.
π @hackernewsgithubprojects
worldstereo
Turn a single flat image into a fully realized, three-dimensional scene with precise camera control. The repository does exactly that by solving a classic problem in digital art: when you try to generate a video walkthrough from a single picture, the perspective usually warps and gets messy. By using clever 3D geometric memories, this tool keeps everything locked in place, maintaining perfect structural consistency as your virtual camera moves. It is incredibly cool because you can create seamless flythroughs of physical spaces or build dense point clouds that actually line up. You get clean, multi-view consistent scenes without the usual distortion.
π @hackernewsgithubprojects
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π¦ qqqqqf-q/ai-model-fingerprint
AI Model Fingerprint
AI Model Fingerprint is the analytical dataset that catches sneaky AI providers trying to swap out premium models for cheaper alternatives under the hood. It works on a simple, brilliant premise: large language models are terrible at generating truly random numbers. By asking seventeen different models to randomly choose a number between one and three hundred fifty-five thousands of times, this project maps out the distinct, unchangeable statistical habits unique to each engine. Because these patterns bypass system prompts entirely, you can easily verify exactly which model is actually responding to your API requests. It is a incredibly clever way to keep providers honest and study how AI architectures secretly...
π @hackernewsgithubprojects
AI Model Fingerprint
AI Model Fingerprint is the analytical dataset that catches sneaky AI providers trying to swap out premium models for cheaper alternatives under the hood. It works on a simple, brilliant premise: large language models are terrible at generating truly random numbers. By asking seventeen different models to randomly choose a number between one and three hundred fifty-five thousands of times, this project maps out the distinct, unchangeable statistical habits unique to each engine. Because these patterns bypass system prompts entirely, you can easily verify exactly which model is actually responding to your API requests. It is a incredibly clever way to keep providers honest and study how AI architectures secretly...
π @hackernewsgithubprojects
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π¦ bjgreenberg/senior-engineering-partner
Senior Engineering Partner
Enforce a highly disciplined, security-first workflow directly inside your AI coding sessions by turning your assistant into a strict developer mentor. Instead of letting an AI immediately spit out unverified code, this project structure drives a systematic process that forces the assistant to write a specification, draft a plan, write failing tests first, and run real commands to verify everything before declaring a task complete. It holds a non-negotiable security floor across different project phases, from quick prototypes to multi-tenant production apps, ensuring you never commit hardcoded secrets or skip input validation. You get a reliable, repeatable engineering partner that acts as a guardrail for your entire development cycle.
π @hackernewsgithubprojects
Senior Engineering Partner
Enforce a highly disciplined, security-first workflow directly inside your AI coding sessions by turning your assistant into a strict developer mentor. Instead of letting an AI immediately spit out unverified code, this project structure drives a systematic process that forces the assistant to write a specification, draft a plan, write failing tests first, and run real commands to verify everything before declaring a task complete. It holds a non-negotiable security floor across different project phases, from quick prototypes to multi-tenant production apps, ensuring you never commit hardcoded secrets or skip input validation. You get a reliable, repeatable engineering partner that acts as a guardrail for your entire development cycle.
π @hackernewsgithubprojects
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π¦ nvidia/nvcf
nvcf
Run heavy GPU workloads across multiple servers without managing the brutal infrastructure yourself. With nvcf, you get a self-managed platform that automatically routes your massive AI inference and batch jobs to wherever GPU power is actually free. Instead of manual scaling headaches, it acts like a smart traffic cop, balancing HTTP, gRPC, and streaming tasks from zero to max across mixed GPU clusters. You just deploy your code as a container, and it handles the rest. It is like having your own private cloud functions specifically tuned for heavy AI lifting, making massive scale feel incredibly simple.
π° https://news.ycombinator.com/item?id=48772345
π @hackernewsgithubprojects
nvcf
Run heavy GPU workloads across multiple servers without managing the brutal infrastructure yourself. With nvcf, you get a self-managed platform that automatically routes your massive AI inference and batch jobs to wherever GPU power is actually free. Instead of manual scaling headaches, it acts like a smart traffic cop, balancing HTTP, gRPC, and streaming tasks from zero to max across mixed GPU clusters. You just deploy your code as a container, and it handles the rest. It is like having your own private cloud functions specifically tuned for heavy AI lifting, making massive scale feel incredibly simple.
π° https://news.ycombinator.com/item?id=48772345
π @hackernewsgithubprojects
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π¦ alexvilelabah/bah-browser
Bah Browser
Operate the web using simple, everyday language while letting an intelligent assistant handle the clicking and typing for you. This open-source application loads websites inside a familiar tabbed interface and uses a clever decision loop to read the screen, scroll, and interact with elements using real, natural input events. It solves the friction of manual web navigation by translating your plain-text prompts into direct browser actions, making it incredibly easy to automate repetitive tasks or search for information. Best of all, it works entirely free right out of the box with zero setup, but also lets you connect your own cloud keys or run models completely offline. Give this smart...
π @hackernewsgithubprojects
Bah Browser
Operate the web using simple, everyday language while letting an intelligent assistant handle the clicking and typing for you. This open-source application loads websites inside a familiar tabbed interface and uses a clever decision loop to read the screen, scroll, and interact with elements using real, natural input events. It solves the friction of manual web navigation by translating your plain-text prompts into direct browser actions, making it incredibly easy to automate repetitive tasks or search for information. Best of all, it works entirely free right out of the box with zero setup, but also lets you connect your own cloud keys or run models completely offline. Give this smart...
π @hackernewsgithubprojects
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π¦ xmudeeplit/memsyco-bench
memsyco-bench
memsyco-bench is the evaluation toolkit that finally tests whether your personalized AI agents are just telling you what you want to hear. Instead of assuming more memory is always better, this benchmark measures if language models can handle tricky memory traps, like ignoring outdated preferences, overriding user bias with hard facts, or ignoring a favorite brand when a better option exists. By testing systems across fifteen hundred scenarios, it exposes when an AI prioritizes pleasing you over being correct. It is a fantastic tool for developers who want to build personalized agents that are genuinely helpful rather than just sycophantic yes-men.
π @hackernewsgithubprojects
memsyco-bench
memsyco-bench is the evaluation toolkit that finally tests whether your personalized AI agents are just telling you what you want to hear. Instead of assuming more memory is always better, this benchmark measures if language models can handle tricky memory traps, like ignoring outdated preferences, overriding user bias with hard facts, or ignoring a favorite brand when a better option exists. By testing systems across fifteen hundred scenarios, it exposes when an AI prioritizes pleasing you over being correct. It is a fantastic tool for developers who want to build personalized agents that are genuinely helpful rather than just sycophantic yes-men.
π @hackernewsgithubprojects
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π¦ desplega-ai/agent-swarm
Agent Swarm
Coordinate multiple AI agents to work together seamlessly on complex coding tasks, pull requests, and system debugging. agent-swarm acts as an orchestrator that lets you deploy cooperative teams of AI workers that connect directly to your GitHub, Slack, Jira, and development environments. Instead of relying on a single, isolated chatbot, this setup lets specialized agents pass tasks back and forth, search your codebase, write code in secure sandboxes, and even run automated testing pipelines. It is a game-changer for automating repetitive development chores because the agents share a unified memory system, meaning they actually learn and get smarter over time.
π @hackernewsgithubprojects
Agent Swarm
Coordinate multiple AI agents to work together seamlessly on complex coding tasks, pull requests, and system debugging. agent-swarm acts as an orchestrator that lets you deploy cooperative teams of AI workers that connect directly to your GitHub, Slack, Jira, and development environments. Instead of relying on a single, isolated chatbot, this setup lets specialized agents pass tasks back and forth, search your codebase, write code in secure sandboxes, and even run automated testing pipelines. It is a game-changer for automating repetitive development chores because the agents share a unified memory system, meaning they actually learn and get smarter over time.
π @hackernewsgithubprojects
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π¦ helloyanis/age-verification-bypass
Age Verification Bypass
A browser add-on weighing under ten kilobytes can completely skip mandatory identity checks on several popular platforms. The age-verification-bypass extension for Firefox acts as a privacy shield by intercepting the digital requests that trigger verification popups on supported websites. Instead of letting those trackers load, it instantly sends back a simulated signal confirming you are approved, letting you right through without ever uploading your sensitive ID documents. It protects your personal data from potential database leaks while keeping your browsing private. It is a fascinating proof of concept showing how easily web-based gating can be safely sidestepped.
π° https://news.ycombinator.com/item?id=48772921
π @hackernewsgithubprojects
Age Verification Bypass
A browser add-on weighing under ten kilobytes can completely skip mandatory identity checks on several popular platforms. The age-verification-bypass extension for Firefox acts as a privacy shield by intercepting the digital requests that trigger verification popups on supported websites. Instead of letting those trackers load, it instantly sends back a simulated signal confirming you are approved, letting you right through without ever uploading your sensitive ID documents. It protects your personal data from potential database leaks while keeping your browsing private. It is a fascinating proof of concept showing how easily web-based gating can be safely sidestepped.
π° https://news.ycombinator.com/item?id=48772921
π @hackernewsgithubprojects
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π¦ ntd4996/agentpet
agentpet
The desktop companion that turns your software development sessions into a virtual pet game, agentpet brings a playful twist to modern programming. Available for macOS and Windows, it monitors your running artificial intelligence coding assistants and translates their work into nourishment for a pixelated desktop companion. As your AI assistants burn through tokens and complete tasks, your pet earns experience points, levels up, and evolves through five distinct stages. It provides a helpful visual indicator of whether your automation is actively running or waiting for feedback, making your active workspaces much easier to manage at a glance.
π @hackernewsgithubprojects
agentpet
The desktop companion that turns your software development sessions into a virtual pet game, agentpet brings a playful twist to modern programming. Available for macOS and Windows, it monitors your running artificial intelligence coding assistants and translates their work into nourishment for a pixelated desktop companion. As your AI assistants burn through tokens and complete tasks, your pet earns experience points, levels up, and evolves through five distinct stages. It provides a helpful visual indicator of whether your automation is actively running or waiting for feedback, making your active workspaces much easier to manage at a glance.
π @hackernewsgithubprojects
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π¦ crafter-station/petdex
Petdex
Your coding agent can now have a living, breathing companion right on your desktop. Petdex is a clever community platform and toolset that lets you browse, install, and run animated pets that react to your AI programming assistants in real time. It serves as a public gallery for cute sprites, but the real magic is the companion app that floats on your screen and hooks directly into tools like Claude Code and Codex. You can install any pet with a quick command, test them out, and even submit your own custom creations. It is the perfect, slightly silly way to bring some life to those long, quiet coding sessions.
π @hackernewsgithubprojects
Petdex
Your coding agent can now have a living, breathing companion right on your desktop. Petdex is a clever community platform and toolset that lets you browse, install, and run animated pets that react to your AI programming assistants in real time. It serves as a public gallery for cute sprites, but the real magic is the companion app that floats on your screen and hooks directly into tools like Claude Code and Codex. You can install any pet with a quick command, test them out, and even submit your own custom creations. It is the perfect, slightly silly way to bring some life to those long, quiet coding sessions.
π @hackernewsgithubprojects
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π¦ aqua5230/usage
Usage
Keep your Claude Code and Codex quotas pinned directly to your macOS menu bar without ever burning through your actual API limits. This clever utility reads your usage metrics passively from local log files already stored on your machine, requiring zero API calls and never touching your secure keychain. It displays color-coded percentages from green to red at a quick glance, warning you before you hit a surprise quota wall. You can click the menu bar to open breakdowns, view beautiful HTML reports, and even pass your previous progress directly to new AI sessions. It is the ultimate local-only dashboard for developers wanting to keep tabs on their token costs.
π @hackernewsgithubprojects
Usage
Keep your Claude Code and Codex quotas pinned directly to your macOS menu bar without ever burning through your actual API limits. This clever utility reads your usage metrics passively from local log files already stored on your machine, requiring zero API calls and never touching your secure keychain. It displays color-coded percentages from green to red at a quick glance, warning you before you hit a surprise quota wall. You can click the menu bar to open breakdowns, view beautiful HTML reports, and even pass your previous progress directly to new AI sessions. It is the ultimate local-only dashboard for developers wanting to keep tabs on their token costs.
π @hackernewsgithubprojects
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π¦ kdsz001/openwiki
OpenWiki
Every time you copy text, images, or links on your computer, openwiki displays a brief desktop popup, letting you instantly choose whether to discard it or let artificial intelligence organize it into a personal, fully connected knowledge base. Instead of silently hoarding messy data, this desktop application uses models from Anthropic, OpenAI, or Google to parse your saved items, building structured wiki pages and a visual knowledge graph of connected concepts. Your entire library is stored locally in an offline database, protecting your privacy while still letting you ask a sidebar assistant questions about your notes or generate weekly insight reports. It is the perfect way to build an organized...
π @hackernewsgithubprojects
OpenWiki
Every time you copy text, images, or links on your computer, openwiki displays a brief desktop popup, letting you instantly choose whether to discard it or let artificial intelligence organize it into a personal, fully connected knowledge base. Instead of silently hoarding messy data, this desktop application uses models from Anthropic, OpenAI, or Google to parse your saved items, building structured wiki pages and a visual knowledge graph of connected concepts. Your entire library is stored locally in an offline database, protecting your privacy while still letting you ask a sidebar assistant questions about your notes or generate weekly insight reports. It is the perfect way to build an organized...
π @hackernewsgithubprojects
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π¦ hicccc77/weflow
WeFlow
Export your entire WeChat chat history directly to your computer with absolute privacy. WeFlow is a completely local desktop app that lets you back up your conversations, decrypt media like live photos and videos from your moments feed, and even prevent others from unsending messages. The coolest part is that it automatically analyzes your data to generate beautifully visualized annual reports and custom dual-person relationship charts. It runs entirely offline on your machine with no data leaks, and even includes a built-in API for developers who want to build custom integrations. Grab your copy to secure and visualize your memories today.
π @hackernewsgithubprojects
WeFlow
Export your entire WeChat chat history directly to your computer with absolute privacy. WeFlow is a completely local desktop app that lets you back up your conversations, decrypt media like live photos and videos from your moments feed, and even prevent others from unsending messages. The coolest part is that it automatically analyzes your data to generate beautifully visualized annual reports and custom dual-person relationship charts. It runs entirely offline on your machine with no data leaks, and even includes a built-in API for developers who want to build custom integrations. Grab your copy to secure and visualize your memories today.
π @hackernewsgithubprojects
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π¦ largemodgames/spotatui
spotatui
You can stream your favorite Spotify playlists directly inside your terminal using a lightweight, standalone app that does not require any background daemons or the official desktop client. That is the magic of spotatui, a terminal user interface that turns your command line into a fully functional music hub. It solves the massive memory drain of bulky web-based music apps by running on a tiny fraction of the resources. The absolute coolest feature is the real-time audio visualizer that syncs with your system audio, giving you retro, bouncing frequencies right alongside your scrolling lyrics. It is the perfect setup for keeping your music control close, fast, and completely keyboard-driven.
π @hackernewsgithubprojects
spotatui
You can stream your favorite Spotify playlists directly inside your terminal using a lightweight, standalone app that does not require any background daemons or the official desktop client. That is the magic of spotatui, a terminal user interface that turns your command line into a fully functional music hub. It solves the massive memory drain of bulky web-based music apps by running on a tiny fraction of the resources. The absolute coolest feature is the real-time audio visualizer that syncs with your system audio, giving you retro, bouncing frequencies right alongside your scrolling lyrics. It is the perfect setup for keeping your music control close, fast, and completely keyboard-driven.
π @hackernewsgithubprojects
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π¦ spiritov/ds.css
ds.css
Build custom websites that look exactly like a classic Nintendo DS Lite interface. This clever CSS library recreates those nostalgic handheld menus, complete with authentic pixelated borders, the grid backgrounds, and the iconic Pictochat message windows. It handles all the heavy lifting using pure CSS clip paths to slice your buttons and alert boxes into the perfect blocky shapes. You even get the signature retro color palette, custom loading animations, and those satisfying tactile button layouts. It is the perfect way to add some early two-thousands charm to your next web project. Grab ds.css on your next build and start creating some pure gaming nostalgia.
π° https://news.ycombinator.com/item?id=48773510
π @hackernewsgithubprojects
ds.css
Build custom websites that look exactly like a classic Nintendo DS Lite interface. This clever CSS library recreates those nostalgic handheld menus, complete with authentic pixelated borders, the grid backgrounds, and the iconic Pictochat message windows. It handles all the heavy lifting using pure CSS clip paths to slice your buttons and alert boxes into the perfect blocky shapes. You even get the signature retro color palette, custom loading animations, and those satisfying tactile button layouts. It is the perfect way to add some early two-thousands charm to your next web project. Grab ds.css on your next build and start creating some pure gaming nostalgia.
π° https://news.ycombinator.com/item?id=48773510
π @hackernewsgithubprojects
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π¦ fractalfir/crustc
crustc
The entirety of the Rust compiler has been translated directly into C. This mind-boggling project, called crustc, features a complete directory tree of translated dependencies, driver logic, and core compiler components compiled down to plain C files. Instead of rewriting everything by hand, this project systematically maps the massive, complex rustc architectureβincluding complex crates like gimli, hashbrown, and aho-corasickβinto functional C source code. It is an incredibly fascinating proof of concept for anyone interested in bootstrapping, language compilation, or simply pushing the limits of code translation. If you want to see what Rust's compiler looks like when forced into C, you have to check this out.
π° https://news.ycombinator.com/item?id=48768464
π @hackernewsgithubprojects
crustc
The entirety of the Rust compiler has been translated directly into C. This mind-boggling project, called crustc, features a complete directory tree of translated dependencies, driver logic, and core compiler components compiled down to plain C files. Instead of rewriting everything by hand, this project systematically maps the massive, complex rustc architectureβincluding complex crates like gimli, hashbrown, and aho-corasickβinto functional C source code. It is an incredibly fascinating proof of concept for anyone interested in bootstrapping, language compilation, or simply pushing the limits of code translation. If you want to see what Rust's compiler looks like when forced into C, you have to check this out.
π° https://news.ycombinator.com/item?id=48768464
π @hackernewsgithubprojects
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π¦ basecompute/basert
basert
basert is the local model engine that finally gives Apple Silicon chips the speed they deserve. It runs large language models entirely on your Mac, using hand-written Metal kernels to squeeze every bit of performance out of M-series processors. Instead of dealing with slow, complex setups, you get a single tool to pull models from HuggingFace, convert them into a highly optimized format, and chat with them or spin up an OpenAI-compatible server instantly. It even comes with language bindings for Python, Node, Rust, and Swift, so you can build your own local AI apps. Try basert to make your Mac a local AI powerhouse.
π @hackernewsgithubprojects
basert
basert is the local model engine that finally gives Apple Silicon chips the speed they deserve. It runs large language models entirely on your Mac, using hand-written Metal kernels to squeeze every bit of performance out of M-series processors. Instead of dealing with slow, complex setups, you get a single tool to pull models from HuggingFace, convert them into a highly optimized format, and chat with them or spin up an OpenAI-compatible server instantly. It even comes with language bindings for Python, Node, Rust, and Swift, so you can build your own local AI apps. Try basert to make your Mac a local AI powerhouse.
π @hackernewsgithubprojects
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π¦ bytedance-seed/edgebench
Edgebench
AI models actually follow a highly predictable scaling law when learning from real-world environments over time. Edgebench is an evaluation benchmark that moves away from simple one-shot tests, placing autonomous agents inside real, executable task environments for twelve hours or more. By analyzing thousands of hours of agent interactions across over a hundred complex tasks like software engineering and scientific computing, it tracks the actual journey of how agents learn and improve. It turns out that AI progress over time fits a beautiful, mathematically predictable curve. It is a brilliant way to see which models actually learn to solve hard problems when given the time to think.
π @hackernewsgithubprojects
Edgebench
AI models actually follow a highly predictable scaling law when learning from real-world environments over time. Edgebench is an evaluation benchmark that moves away from simple one-shot tests, placing autonomous agents inside real, executable task environments for twelve hours or more. By analyzing thousands of hours of agent interactions across over a hundred complex tasks like software engineering and scientific computing, it tracks the actual journey of how agents learn and improve. It turns out that AI progress over time fits a beautiful, mathematically predictable curve. It is a brilliant way to see which models actually learn to solve hard problems when given the time to think.
π @hackernewsgithubprojects
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π¦ snumprlab/dart
Domain Arithmetic
Dart is the artificial intelligence tool that helps robotic models quickly adapt to new environments using just a single image. Usually, when a robot trained in a bright lab is moved to a dark room or a new table, its brain gets confused and it fails at simple tasks. This project solves that by using a clever mathematical shortcut to adjust the robot's vision model on the fly. By comparing just one picture of the new setup to its original training, it instantly corrects the robot's understanding. It makes physical robots much more flexible without needing hours of retraining.
π @hackernewsgithubprojects
Domain Arithmetic
Dart is the artificial intelligence tool that helps robotic models quickly adapt to new environments using just a single image. Usually, when a robot trained in a bright lab is moved to a dark room or a new table, its brain gets confused and it fails at simple tasks. This project solves that by using a clever mathematical shortcut to adjust the robot's vision model on the fly. By comparing just one picture of the new setup to its original training, it instantly corrects the robot's understanding. It makes physical robots much more flexible without needing hours of retraining.
π @hackernewsgithubprojects