📦 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.

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📦 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.

📰 https://news.ycombinator.com/item?id=50293260

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📦 cisco-ai-defense/model-provenance-kit

Model Provenance Kit: Know Your AI's Roots

Cisco’s 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 model’s 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.

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📦 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. It’s 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 don’t have to rebuild your workflow every time you start a new project.

📰 https://news.ycombinator.com/item?id=50265699

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📦 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.

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📦 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.

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📦 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.

📰 https://news.ycombinator.com/item?id=50278645

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📦 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.

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📦 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.

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📦 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 hacker’s 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.

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📦 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.

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📦 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.

📰 https://news.ycombinator.com/item?id=50295450

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📦 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.

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📦 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.

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