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π¦ thomasunise/casecite
CaseCite: Private AI for Legal Research
Bring your own private AI legal research workspace. CaseCite lets law firms upload their own case files and contracts to a system they fully control, rather than relying on public cloud services. The standout feature is how it handles citations. Instead of just giving you an answer, it pulls exact quotes from your uploaded documents and verifies them against real court records. This means you can trust that every claim in a draft or summary is backed by actual source text, not just generated guesswork. Itβs a powerful way to use modern AI for legal work while keeping sensitive client data on your own servers.
π° https://news.ycombinator.com/item?id=50273623
π @hackernewsgithubprojects
CaseCite: Private AI for Legal Research
Bring your own private AI legal research workspace. CaseCite lets law firms upload their own case files and contracts to a system they fully control, rather than relying on public cloud services. The standout feature is how it handles citations. Instead of just giving you an answer, it pulls exact quotes from your uploaded documents and verifies them against real court records. This means you can trust that every claim in a draft or summary is backed by actual source text, not just generated guesswork. Itβs a powerful way to use modern AI for legal work while keeping sensitive client data on your own servers.
π° https://news.ycombinator.com/item?id=50273623
π @hackernewsgithubprojects
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π¦ cisco-ai-defense/aibom
Cisco AIBOM: The AI Inventory Tool
Cisco AIBOM reads your actual source code to build a complete inventory of every AI asset hiding in your software, from models to hidden secrets. It goes beyond simple dependency checks by using an artificial intelligence agent to verify findings and eliminate false positives, ensuring you know exactly what is running in your containers. This tool solves the problem of unknown AI components by scanning seven programming languages to map out datasets, prompts, and guardrails. It transforms vague code into a clear bill of materials, helping teams track compliance and security risks. You finally get a structured map of your AI stack. No more guessing what your software is doing.
π @hackernewsgithubprojects
Cisco AIBOM: The AI Inventory Tool
Cisco AIBOM reads your actual source code to build a complete inventory of every AI asset hiding in your software, from models to hidden secrets. It goes beyond simple dependency checks by using an artificial intelligence agent to verify findings and eliminate false positives, ensuring you know exactly what is running in your containers. This tool solves the problem of unknown AI components by scanning seven programming languages to map out datasets, prompts, and guardrails. It transforms vague code into a clear bill of materials, helping teams track compliance and security risks. You finally get a structured map of your AI stack. No more guessing what your software is doing.
π @hackernewsgithubprojects
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π¦ fazmin/cve-intel
CVE Intel: Fix the Right Bugs
CVE Intel is the local security tool that cuts through the noise of thousands of new vulnerability reports to tell you exactly what to patch first. Every day, hundreds of new flaws appear in public databases, most of which never actually get attacked, leaving developers overwhelmed and guessing which ones matter. This desktop app, written in high-speed Rust, solves that chaos by pulling data from forty different public sources and combining them into a single, simple risk score from zero to one hundred.
π° https://news.ycombinator.com/item?id=50293260
π @hackernewsgithubprojects
CVE Intel: Fix the Right Bugs
CVE Intel is the local security tool that cuts through the noise of thousands of new vulnerability reports to tell you exactly what to patch first. Every day, hundreds of new flaws appear in public databases, most of which never actually get attacked, leaving developers overwhelmed and guessing which ones matter. This desktop app, written in high-speed Rust, solves that chaos by pulling data from forty different public sources and combining them into a single, simple risk score from zero to one hundred.
π° https://news.ycombinator.com/item?id=50293260
π @hackernewsgithubprojects
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π¦ cisco-ai-defense/model-provenance-kit
Model Provenance Kit: Know Your AI's Roots
Ciscoβs Model Provenance Kit gives every open-source language model a verifiable identity card. Instead of trusting a filename, this toolkit analyzes the internal structure of a modelβs weights to match it against a catalog of known architectures. It answers the critical question of whether the file on your disk is actually what its label claims to be. This prevents supply-chain attacks where malicious code could hide inside a disguised model. By providing a clear audit trail for AI assets, it turns vague trust into concrete verification. Now you can know exactly who built the intelligence you are running.
π @hackernewsgithubprojects
Model Provenance Kit: Know Your AI's Roots
Ciscoβs Model Provenance Kit gives every open-source language model a verifiable identity card. Instead of trusting a filename, this toolkit analyzes the internal structure of a modelβs weights to match it against a catalog of known architectures. It answers the critical question of whether the file on your disk is actually what its label claims to be. This prevents supply-chain attacks where malicious code could hide inside a disguised model. By providing a clear audit trail for AI assets, it turns vague trust into concrete verification. Now you can know exactly who built the intelligence you are running.
π @hackernewsgithubprojects
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π¦ chen-985211/cleancode
CleanCode: The Command Center for Your AI Coding Crew
CleanCode turns your terminal into a visual command center where you can actually see your AI coding assistants working. Instead of juggling separate windows for tools like Claude or Codex, you drag them onto a shared canvas, run multiple agents in parallel, and watch them tackle different parts of your project at once. Itβs like having a whiteboard where you can assign tasks to your digital workers and observe their progress in real time. You can even save these setups as reusable templates, so you donβt have to rebuild your workflow every time you start a new project.
π° https://news.ycombinator.com/item?id=50265699
π @hackernewsgithubprojects
CleanCode: The Command Center for Your AI Coding Crew
CleanCode turns your terminal into a visual command center where you can actually see your AI coding assistants working. Instead of juggling separate windows for tools like Claude or Codex, you drag them onto a shared canvas, run multiple agents in parallel, and watch them tackle different parts of your project at once. Itβs like having a whiteboard where you can assign tasks to your digital workers and observe their progress in real time. You can even save these setups as reusable templates, so you donβt have to rebuild your workflow every time you start a new project.
π° https://news.ycombinator.com/item?id=50265699
π @hackernewsgithubprojects
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π¦ xninety9/printr
Printr: The Coziest Receipt Printer Ever
Print tiny paper tickets for your family, right from your Raspberry Pi. Printr turns a standard thermal receipt printer into a daily companion that prints your morning weather, a fresh sudoku, or even a little note with a photo attached. The best part? It can print a riddle with the answer hidden upside down so you have to flip the paper to check it. It runs entirely on a tiny computer and talks directly to the printer, meaning no cloud services required for your morning puzzle. If you want a bit of physical charm in your smart home, this is the project to try.
π @hackernewsgithubprojects
Printr: The Coziest Receipt Printer Ever
Print tiny paper tickets for your family, right from your Raspberry Pi. Printr turns a standard thermal receipt printer into a daily companion that prints your morning weather, a fresh sudoku, or even a little note with a photo attached. The best part? It can print a riddle with the answer hidden upside down so you have to flip the paper to check it. It runs entirely on a tiny computer and talks directly to the printer, meaning no cloud services required for your morning puzzle. If you want a bit of physical charm in your smart home, this is the project to try.
π @hackernewsgithubprojects
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π¦ bryceyuuu/run
Run: The Ultimate Global Relocation Map
Run is the relocation handbook that maps every legal way to move abroad from a single passport. It cuts through the noise of outdated blogs by tracking one hundred and ten specific visa routes across thirty-six European nations and thirteen global hubs. The standout feature is its precision on changing rules, like Spain shutting down its golden visa or Japan suddenly tripling the money needed for a business permit. It is not a law firm, but a living map of exactly which doors are still open right now.
π @hackernewsgithubprojects
Run: The Ultimate Global Relocation Map
Run is the relocation handbook that maps every legal way to move abroad from a single passport. It cuts through the noise of outdated blogs by tracking one hundred and ten specific visa routes across thirty-six European nations and thirteen global hubs. The standout feature is its precision on changing rules, like Spain shutting down its golden visa or Japan suddenly tripling the money needed for a business permit. It is not a law firm, but a living map of exactly which doors are still open right now.
π @hackernewsgithubprojects
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π¦ theconsensuslabs/noalloc
noalloc: The Zero-Allocation Cop for Go
A single line of code can quietly wreck your Go server's performance by secretly dumping data onto the heap. The project called noalloc acts as a strict guardrail that scans your entire codebase to catch every hidden memory leak before it ships. It works like a strict editor that flags any function that steals memory from the garbage collector, forcing you to fix the problem instead of ignoring it. This tool is interesting because it shifts the burden from manual auditing to automated enforcement, giving developers a clear, line-by-line map of where memory actually goes. It also provides pre-built containers that never expand, making high-speed coding safer.
π° https://news.ycombinator.com/item?id=50278645
π @hackernewsgithubprojects
noalloc: The Zero-Allocation Cop for Go
A single line of code can quietly wreck your Go server's performance by secretly dumping data onto the heap. The project called noalloc acts as a strict guardrail that scans your entire codebase to catch every hidden memory leak before it ships. It works like a strict editor that flags any function that steals memory from the garbage collector, forcing you to fix the problem instead of ignoring it. This tool is interesting because it shifts the burden from manual auditing to automated enforcement, giving developers a clear, line-by-line map of where memory actually goes. It also provides pre-built containers that never expand, making high-speed coding safer.
π° https://news.ycombinator.com/item?id=50278645
π @hackernewsgithubprojects
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π¦ yellow-dog-man/resonite.unitysdk
Build VR Worlds in Unity
Take your Unity projects and drop them straight into a shared virtual reality world. The Resonite Unity SDK lets you build scenes in the familiar Unity Editor while they appear in real time inside Resonite, a free social VR platform. It acts as a live bridge, so you can tweak your assets here and see the changes instantly on the other end. This is perfect if you want to bring your existing Unity work into a collaborative VR space without starting from scratch. It is still in beta, so expect some rough edges, but it is a powerful tool for prototyping and sharing your creations with others.
π @hackernewsgithubprojects
Build VR Worlds in Unity
Take your Unity projects and drop them straight into a shared virtual reality world. The Resonite Unity SDK lets you build scenes in the familiar Unity Editor while they appear in real time inside Resonite, a free social VR platform. It acts as a live bridge, so you can tweak your assets here and see the changes instantly on the other end. This is perfect if you want to bring your existing Unity work into a collaborative VR space without starting from scratch. It is still in beta, so expect some rough edges, but it is a powerful tool for prototyping and sharing your creations with others.
π @hackernewsgithubprojects
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π¦ 0x23/fibercoupledlasermodule
Fiber Coupled Laser Module
The Fiber Coupled Laser Module is the open source hardware project that makes precise laser alignment affordable and reproducible for anyone with basic tools. Commercial laser modules are often expensive and rigid, leaving researchers stuck when they need a specific wavelength or a rare fiber type. This project solves that by providing free computer aided design files for a simple machined brass enclosure that holds a laser diode perfectly in place. It allows you to build a high precision light source for the entire visible spectrum using parts you can easily find at any hardware store.
π @hackernewsgithubprojects
Fiber Coupled Laser Module
The Fiber Coupled Laser Module is the open source hardware project that makes precise laser alignment affordable and reproducible for anyone with basic tools. Commercial laser modules are often expensive and rigid, leaving researchers stuck when they need a specific wavelength or a rare fiber type. This project solves that by providing free computer aided design files for a simple machined brass enclosure that holds a laser diode perfectly in place. It allows you to build a high precision light source for the entire visible spectrum using parts you can easily find at any hardware store.
π @hackernewsgithubprojects
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π¦ irraz/vulnerator-ai
Vulnerator AI: The Autonomously Thinking Pentester
Vulnerator AI is the autonomous penetration testing agent that actually thinks through its attacks. Most security tools just run a checklist, but this system mimics a human hackerβs reasoning loop. It observes a target, orients itself using known attack patterns, decides on the next move, and then executes the exploit. The surprising part is its total independence. It does not rely on a pre-written script. Instead, an intelligent core drives a container running specialized security tools. It chooses exactly which command to run and when to pivot its strategy. You hand it a target, and it figures out the rest.
π @hackernewsgithubprojects
Vulnerator AI: The Autonomously Thinking Pentester
Vulnerator AI is the autonomous penetration testing agent that actually thinks through its attacks. Most security tools just run a checklist, but this system mimics a human hackerβs reasoning loop. It observes a target, orients itself using known attack patterns, decides on the next move, and then executes the exploit. The surprising part is its total independence. It does not rely on a pre-written script. Instead, an intelligent core drives a container running specialized security tools. It chooses exactly which command to run and when to pivot its strategy. You hand it a target, and it figures out the rest.
π @hackernewsgithubprojects
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π¦ ry-diffusion/bergamota
Bergamota: Running iOS on an Android Phone
Bergamota is the experimental port that puts unmodified Apple iOS eighteen on a Xiaomi Android phone. This project takes a Poco F1 device and makes it boot the actual operating system from an iPhone, bypassing the usual hardware restrictions. The trickiest part is a tool that rewrites every single piece of code to work on a processor that lacks specific security features Apple uses. It is not a daily driver, but seeing the familiar Spring Board home screen light up on Android hardware is a wild engineering flex. If you love pushing hardware to its limits, this is the proof that software can sometimes conquer the iron.
π @hackernewsgithubprojects
Bergamota: Running iOS on an Android Phone
Bergamota is the experimental port that puts unmodified Apple iOS eighteen on a Xiaomi Android phone. This project takes a Poco F1 device and makes it boot the actual operating system from an iPhone, bypassing the usual hardware restrictions. The trickiest part is a tool that rewrites every single piece of code to work on a processor that lacks specific security features Apple uses. It is not a daily driver, but seeing the familiar Spring Board home screen light up on Android hardware is a wild engineering flex. If you love pushing hardware to its limits, this is the proof that software can sometimes conquer the iron.
π @hackernewsgithubprojects
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π¦ sheepseb/tinyworldformer
tinyworldformer
Run classic arcade games entirely on a tiny microcontroller by letting a neural network invent the rules as it plays. Tinyworldformer uses two small brain circuits: one dreams up the next visual frame based on your moves, while the second learns to play that dream. The magic is fitting this entire looped transformer and actor onto a Raspberry Pi Pico, which is the size of a finger. It means you can watch an AI learn to beat Pong and Pac-Man in real-time on hardware cheaper than a snack. No cloud, no GPUs, just pure local imagination.
π° https://news.ycombinator.com/item?id=50295450
π @hackernewsgithubprojects
tinyworldformer
Run classic arcade games entirely on a tiny microcontroller by letting a neural network invent the rules as it plays. Tinyworldformer uses two small brain circuits: one dreams up the next visual frame based on your moves, while the second learns to play that dream. The magic is fitting this entire looped transformer and actor onto a Raspberry Pi Pico, which is the size of a finger. It means you can watch an AI learn to beat Pong and Pac-Man in real-time on hardware cheaper than a snack. No cloud, no GPUs, just pure local imagination.
π° https://news.ycombinator.com/item?id=50295450
π @hackernewsgithubprojects
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π¦ btspoony/mstar-harness
Mstar Harness: Your AI Dev Team's Conductor
Mstar Harness gives a single AI coding assistant the ability to behave like an entire engineering department, complete with a product manager, a QA engineer, and a code reviewer. It works by injecting a set of specialized instructions into your coding agent, effectively turning one chat window into a coordinated team that follows strict rules for how to plan, write, and test code. The problem it solves is that generic AI often forgets its own rules or cuts corners, but this system enforces a rigid workflow where specific agents must pass their work to others before anything is finished.
π @hackernewsgithubprojects
Mstar Harness: Your AI Dev Team's Conductor
Mstar Harness gives a single AI coding assistant the ability to behave like an entire engineering department, complete with a product manager, a QA engineer, and a code reviewer. It works by injecting a set of specialized instructions into your coding agent, effectively turning one chat window into a coordinated team that follows strict rules for how to plan, write, and test code. The problem it solves is that generic AI often forgets its own rules or cuts corners, but this system enforces a rigid workflow where specific agents must pass their work to others before anything is finished.
π @hackernewsgithubprojects
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π¦ jackwener/deepseekharness-android
Deepseek Harness Android: Your Phone Does The Work
Turn your Android phone into a hands-free assistant that actually gets things done. This project packages a powerful artificial intelligence agent directly into a standard app, allowing you to ask it to organize files, toggle settings, or navigate other applications using just your voice. It removes the need for technical setup like rooting your device or installing terminal emulators, making advanced automation accessible to anyone with a modern smartphone. By embedding the intelligence engine inside the application itself, it connects to your system permissions to execute real-world tasks automatically.
π @hackernewsgithubprojects
Deepseek Harness Android: Your Phone Does The Work
Turn your Android phone into a hands-free assistant that actually gets things done. This project packages a powerful artificial intelligence agent directly into a standard app, allowing you to ask it to organize files, toggle settings, or navigate other applications using just your voice. It removes the need for technical setup like rooting your device or installing terminal emulators, making advanced automation accessible to anyone with a modern smartphone. By embedding the intelligence engine inside the application itself, it connects to your system permissions to execute real-world tasks automatically.
π @hackernewsgithubprojects
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π¦ inukaasith/twindesk
TwinDesk: Your Whole Desk in One Place
TwinDesk turns your Mac, Windows PC, Linux box, and Android phone into one single shared desk, letting you answer a phone call from your computer keyboard. This free and open source tool connects your devices directly to each other, meaning no cloud server or account is needed to keep everything private. You can simply push your mouse pointer off the edge of one screen to land on another, or use your phone as a webcam for video calls. It solves the daily headache of juggling separate devices by sharing your clipboard, files, and notifications instantly. If you own mixed tech, this is how you make them work as one.
π @hackernewsgithubprojects
TwinDesk: Your Whole Desk in One Place
TwinDesk turns your Mac, Windows PC, Linux box, and Android phone into one single shared desk, letting you answer a phone call from your computer keyboard. This free and open source tool connects your devices directly to each other, meaning no cloud server or account is needed to keep everything private. You can simply push your mouse pointer off the edge of one screen to land on another, or use your phone as a webcam for video calls. It solves the daily headache of juggling separate devices by sharing your clipboard, files, and notifications instantly. If you own mixed tech, this is how you make them work as one.
π @hackernewsgithubprojects
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π¦ ivov/lisette
Lisette: Rust syntax, Go speed
Lisette is the programming language that gives you Rust safety without the memory headaches. It lets you write expressive, expressive code with patterns and strong types, but it compiles down to plain Go. This means you get the safety of a modern language while still having full access to Goβs massive ecosystem. You can import any Go library and use it like it was native. Itβs like having your cake and eating it too. If you love Go but wish it had better error handling, this is your dream. Itβs a clever bridge between two powerful worlds.
π @hackernewsgithubprojects
Lisette: Rust syntax, Go speed
Lisette is the programming language that gives you Rust safety without the memory headaches. It lets you write expressive, expressive code with patterns and strong types, but it compiles down to plain Go. This means you get the safety of a modern language while still having full access to Goβs massive ecosystem. You can import any Go library and use it like it was native. Itβs like having your cake and eating it too. If you love Go but wish it had better error handling, this is your dream. Itβs a clever bridge between two powerful worlds.
π @hackernewsgithubprojects
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π¦ sq8l-revival/sq8l
SQ8L: The Resurrected Synth
SQ8L is the synth port that resurrects a discontinued piece of audio history. It is a faithful sixty-four-bit rebuild of a beloved free software synth from the early two thousand and eight that originally only ran on thirty-two-bit Windows. Because the source code was never released, this project reverse-engineered the original binary to recreate the instrument from scratch. The result is a modern plugin for Mac, Windows, and Linux that sounds bit-for-bit identical to the original, meaning every nuance and quirk is preserved exactly as intended. You can load your old project files and they will work perfectly without any conversion.
π @hackernewsgithubprojects
SQ8L: The Resurrected Synth
SQ8L is the synth port that resurrects a discontinued piece of audio history. It is a faithful sixty-four-bit rebuild of a beloved free software synth from the early two thousand and eight that originally only ran on thirty-two-bit Windows. Because the source code was never released, this project reverse-engineered the original binary to recreate the instrument from scratch. The result is a modern plugin for Mac, Windows, and Linux that sounds bit-for-bit identical to the original, meaning every nuance and quirk is preserved exactly as intended. You can load your old project files and they will work perfectly without any conversion.
π @hackernewsgithubprojects
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π¦ jrouwe/joltphysics
Jolt Physics: The Engine Behind Horizon Forbidden West
Jolt Physics is the physics engine that powers the massive open worlds of Horizon Forbidden West and Death Stranding 2. It calculates the exact physics of every rock, character, and vehicle you see, handling collisions and movement with precision. What makes it special is its ability to run across multiple processor cores at once. This means your game can load new areas and check for collisions without freezing the main action. It is built for developers who need serious performance in big games. If you are into game dev, this is the tool that keeps your world moving smoothly.
π @hackernewsgithubprojects
Jolt Physics: The Engine Behind Horizon Forbidden West
Jolt Physics is the physics engine that powers the massive open worlds of Horizon Forbidden West and Death Stranding 2. It calculates the exact physics of every rock, character, and vehicle you see, handling collisions and movement with precision. What makes it special is its ability to run across multiple processor cores at once. This means your game can load new areas and check for collisions without freezing the main action. It is built for developers who need serious performance in big games. If you are into game dev, this is the tool that keeps your world moving smoothly.
π @hackernewsgithubprojects
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π¦ rodzill4/material-maker
Material Maker: Design Textures by Wiring Nodes
Material Maker is the node-based editor that turns procedural texture design into a visual puzzle. Built on the Godot engine, it replaces complex coding with a grid of interconnected blocks, letting you build surfaces like a circuit diagram. You plug in noise, blur, and geometry nodes, then watch the pattern generate in real time. It even lets you paint directly onto 3D models, bridging the gap between abstract math and tangible art. It is a playful, open-source way to craft unique assets without writing a single line of code, making complex material creation accessible and surprisingly fun.
π @hackernewsgithubprojects
Material Maker: Design Textures by Wiring Nodes
Material Maker is the node-based editor that turns procedural texture design into a visual puzzle. Built on the Godot engine, it replaces complex coding with a grid of interconnected blocks, letting you build surfaces like a circuit diagram. You plug in noise, blur, and geometry nodes, then watch the pattern generate in real time. It even lets you paint directly onto 3D models, bridging the gap between abstract math and tangible art. It is a playful, open-source way to craft unique assets without writing a single line of code, making complex material creation accessible and surprisingly fun.
π @hackernewsgithubprojects