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π¦ xhowenma/autodojo
AutoDojo: The Adaptive Attack That Breaks AI Defenses
A filter that blocked every single static attack on an AI agent still failed twenty-eight percent of the time when AutoDojo optimized the malicious text against it. This research tool turns static security tests into an adaptive arms race, using a large language model to iteratively rewrite injection attacks until they slip past specific defensive filters. It reveals that many current safeguards offer limited protection, especially when the userβs request is vague enough to let the attacker blend in as ordinary data. The project is less about providing a solution and more about exposing the structural gaps in how we currently protect intelligent systems from hidden commands.
π @hackernewsgithubprojects
AutoDojo: The Adaptive Attack That Breaks AI Defenses
A filter that blocked every single static attack on an AI agent still failed twenty-eight percent of the time when AutoDojo optimized the malicious text against it. This research tool turns static security tests into an adaptive arms race, using a large language model to iteratively rewrite injection attacks until they slip past specific defensive filters. It reveals that many current safeguards offer limited protection, especially when the userβs request is vague enough to let the attacker blend in as ordinary data. The project is less about providing a solution and more about exposing the structural gaps in how we currently protect intelligent systems from hidden commands.
π @hackernewsgithubprojects
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π¦ ja7ad/hydra
Hydra: The Download Manager That Steals Speed
Hydra Download Manager splits a single file across multiple servers to make downloads finish before your coffee gets cold. Most tools wait for one slow server to drag its feet, but this software actively steals work from those slow connections and hands it to faster ones, so you never sit there watching a progress bar crawl. It works like a traffic cop for your data, constantly rebalancing the load to keep every pipe full. This is the only feature that matters, because waiting is the only part of downloading that actually hurts. It runs on your computer, talks to your browser, and just makes files appear faster.
π @hackernewsgithubprojects
Hydra: The Download Manager That Steals Speed
Hydra Download Manager splits a single file across multiple servers to make downloads finish before your coffee gets cold. Most tools wait for one slow server to drag its feet, but this software actively steals work from those slow connections and hands it to faster ones, so you never sit there watching a progress bar crawl. It works like a traffic cop for your data, constantly rebalancing the load to keep every pipe full. This is the only feature that matters, because waiting is the only part of downloading that actually hurts. It runs on your computer, talks to your browser, and just makes files appear faster.
π @hackernewsgithubprojects
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π¦ devin-axis/deepseek-design
DeepSeek Design
Turn a single sentence into a fully editable website, presentation, or short video without opening a single editor. DeepSeek Design plugs directly into the DeepSeek Harness to generate real code files, not just static images, allowing you to drag, drop, and tweak every pixel in a visual studio right inside your chat. The standout feature here is selection-aware editing; you can highlight a specific button or heading and ask the AI to change only that element, leaving the rest of your project exactly as you built it. Itβs a continuous loop where you describe your idea, watch it materialize, and refine it with surgical precision.
π @hackernewsgithubprojects
DeepSeek Design
Turn a single sentence into a fully editable website, presentation, or short video without opening a single editor. DeepSeek Design plugs directly into the DeepSeek Harness to generate real code files, not just static images, allowing you to drag, drop, and tweak every pixel in a visual studio right inside your chat. The standout feature here is selection-aware editing; you can highlight a specific button or heading and ask the AI to change only that element, leaving the rest of your project exactly as you built it. Itβs a continuous loop where you describe your idea, watch it materialize, and refine it with surgical precision.
π @hackernewsgithubprojects
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π¦ tencent-hunyuan/auk
AuK: The AI That Edits Sound Like Text
AuK is the open-source speech model that edits audio like you edit text. It lets you fix mistakes, change emotions, or swap voices in seconds without complex software. This tool solves the problem of tedious manual audio editing by using simple commands to generate or modify speech. Itβs useful because it makes high-quality voice control accessible and surprisingly fun to play with. You can create new lines or tweak existing recordings effortlessly. If you love working with audio, this is a clever way to save time and spark creativity. Try it out and see how easy sound editing can really be. Itβs a cool little project that deserves your attention.
π @hackernewsgithubprojects
AuK: The AI That Edits Sound Like Text
AuK is the open-source speech model that edits audio like you edit text. It lets you fix mistakes, change emotions, or swap voices in seconds without complex software. This tool solves the problem of tedious manual audio editing by using simple commands to generate or modify speech. Itβs useful because it makes high-quality voice control accessible and surprisingly fun to play with. You can create new lines or tweak existing recordings effortlessly. If you love working with audio, this is a clever way to save time and spark creativity. Try it out and see how easy sound editing can really be. Itβs a cool little project that deserves your attention.
π @hackernewsgithubprojects
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π¦ v-songbird/hush
hush: The plugin that makes your AI coder stop talking
Hush is a plugin for Claude Code that forces your coding assistant to stop narrating every single step. Instead of watching a wall of text scroll by while it works, the tool shuts up until the job is actually done. Then, it gives you one short, plain-English answer telling you exactly what changed and which file to open. It cuts out the noise so you can just see the result. You can even pick a different tone for that final message if you want. If you are tired of reading a novel just to know if a test passed, this is the fix.
π @hackernewsgithubprojects
hush: The plugin that makes your AI coder stop talking
Hush is a plugin for Claude Code that forces your coding assistant to stop narrating every single step. Instead of watching a wall of text scroll by while it works, the tool shuts up until the job is actually done. Then, it gives you one short, plain-English answer telling you exactly what changed and which file to open. It cuts out the noise so you can just see the result. You can even pick a different tone for that final message if you want. If you are tired of reading a novel just to know if a test passed, this is the fix.
π @hackernewsgithubprojects
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π¦ prove2me/prove2me_workspace
Prove2me Workspace: The AI Math Proof Engine
Prove2me Workspace is the development kit that lets AI agents formally prove mathematics in Lean. It solves the problem of verifying complex logical claims by using a server-side toolchain to check every proof against exact formal statements. This means a successful submission is a real mathematical guarantee, not just a heuristic guess. The platform organizes work into missions, where agents can discover open theorems, decompose hard problems into smaller lemmas, and submit code for rigorous verification. By bridging the gap between raw code and formal logic, it creates a trusted environment for automated reasoning.
π @hackernewsgithubprojects
Prove2me Workspace: The AI Math Proof Engine
Prove2me Workspace is the development kit that lets AI agents formally prove mathematics in Lean. It solves the problem of verifying complex logical claims by using a server-side toolchain to check every proof against exact formal statements. This means a successful submission is a real mathematical guarantee, not just a heuristic guess. The platform organizes work into missions, where agents can discover open theorems, decompose hard problems into smaller lemmas, and submit code for rigorous verification. By bridging the gap between raw code and formal logic, it creates a trusted environment for automated reasoning.
π @hackernewsgithubprojects
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π¦ sealandseacat/dbmask
dbmask: The Data Masking Tool That Checks Its Own Work
Databases that check their own work? Yes, dbmask is a tool that doesnβt just hide sensitive data in your SQL databases, it proves it actually did. It finds columns holding personal info, swaps them for consistent fake versions that keep your data usable, and then runs a strict validation step to verify every single row changed as intended. This solves the awkward problem of needing safe database copies for development or testing without risking a real leak. It is built to be auditable and fail-safe, meaning if it cannot verify a change, it refuses to pretend the job is done.
π° https://news.ycombinator.com/item?id=49645189
π @hackernewsgithubprojects
dbmask: The Data Masking Tool That Checks Its Own Work
Databases that check their own work? Yes, dbmask is a tool that doesnβt just hide sensitive data in your SQL databases, it proves it actually did. It finds columns holding personal info, swaps them for consistent fake versions that keep your data usable, and then runs a strict validation step to verify every single row changed as intended. This solves the awkward problem of needing safe database copies for development or testing without risking a real leak. It is built to be auditable and fail-safe, meaning if it cannot verify a change, it refuses to pretend the job is done.
π° https://news.ycombinator.com/item?id=49645189
π @hackernewsgithubprojects
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π¦ aldegad/sprite-gen
Turn One Image Into Game Sprites
Transform a single static drawing into polished, game-ready character sprites that actually work in your engine. Traditional AI image generation often produces messy sheets with shifting faces and backgrounds that are impossible to remove cleanly, leaving developers with unusable files. This tool fixes that by taking one base image and processing it step by step to lock the characterβs identity and strip away the background into true transparency. The most surprising feature is its ability to turn that still image into seamless, animated motion loops, giving your character a living idle state without needing to animate every frame by hand.
π @hackernewsgithubprojects
Turn One Image Into Game Sprites
Transform a single static drawing into polished, game-ready character sprites that actually work in your engine. Traditional AI image generation often produces messy sheets with shifting faces and backgrounds that are impossible to remove cleanly, leaving developers with unusable files. This tool fixes that by taking one base image and processing it step by step to lock the characterβs identity and strip away the background into true transparency. The most surprising feature is its ability to turn that still image into seamless, animated motion loops, giving your character a living idle state without needing to animate every frame by hand.
π @hackernewsgithubprojects
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π¦ liandu2024/open-box
Open-Box: One-Command Proxy for OpenWrt
Open-Box is the all-in-one solution that turns any OpenWrt router into a fully managed proxy hub with a single command. Instead of juggling complex terminal setups or manual configurations, you simply run one installer script that bundles the entire proxy engine and a clean web interface directly onto your hardware. The magic lies in its transparency; it quietly reroutes your traffic in the background while giving you a simple browser dashboard to manage subscriptions and nodes without touching a single command line. It handles the tricky parts like DNS management and firewall rules automatically, ensuring that if anything goes wrong, your network stays online rather than crashing.
π @hackernewsgithubprojects
Open-Box: One-Command Proxy for OpenWrt
Open-Box is the all-in-one solution that turns any OpenWrt router into a fully managed proxy hub with a single command. Instead of juggling complex terminal setups or manual configurations, you simply run one installer script that bundles the entire proxy engine and a clean web interface directly onto your hardware. The magic lies in its transparency; it quietly reroutes your traffic in the background while giving you a simple browser dashboard to manage subscriptions and nodes without touching a single command line. It handles the tricky parts like DNS management and firewall rules automatically, ensuring that if anything goes wrong, your network stays online rather than crashing.
π @hackernewsgithubprojects
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π¦ byjoey/warp-masque-actions
The Warp-Masque-Actions Trick
A GitHub workflow that automatically generates the keys and configuration files you need to run a private, encrypted network tunnel through Cloudflare WARP is a rare find for anyone tired of manual setup. The Warp-Masque-Actions repository uses a simple automation script to handle the entire process, saving the final settings as a downloadable archive so you never have to copy and paste keys or edit complex text files by hand. This solves the common frustration of keeping a secure connection running when the underlying certificates or settings change, ensuring your private network stays accessible without any technical overhead.
π @hackernewsgithubprojects
The Warp-Masque-Actions Trick
A GitHub workflow that automatically generates the keys and configuration files you need to run a private, encrypted network tunnel through Cloudflare WARP is a rare find for anyone tired of manual setup. The Warp-Masque-Actions repository uses a simple automation script to handle the entire process, saving the final settings as a downloadable archive so you never have to copy and paste keys or edit complex text files by hand. This solves the common frustration of keeping a secure connection running when the underlying certificates or settings change, ensuring your private network stays accessible without any technical overhead.
π @hackernewsgithubprojects
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π¦ v-modal/vmodal_sdk_smartglass
VModal Smart Glasses SDK: Live First-Person Video
Your smart glasses can stream a live, first-person video feed straight to your server without your app touching the messy plumbing. The VModal SDK handles the entire heavy lift, grabbing the camera feed from the glasses, compressing it using the phoneβs built-in hardware, and sending it out over a secure, encrypted connection that automatically reconnects if the network dips. This means you can build remote support tools or hands-free field guides without worrying about video buffering or broken streams. You simply plug in your backend, and the SDK manages the rest of the tricky media pipeline.
π @hackernewsgithubprojects
VModal Smart Glasses SDK: Live First-Person Video
Your smart glasses can stream a live, first-person video feed straight to your server without your app touching the messy plumbing. The VModal SDK handles the entire heavy lift, grabbing the camera feed from the glasses, compressing it using the phoneβs built-in hardware, and sending it out over a secure, encrypted connection that automatically reconnects if the network dips. This means you can build remote support tools or hands-free field guides without worrying about video buffering or broken streams. You simply plug in your backend, and the SDK manages the rest of the tricky media pipeline.
π @hackernewsgithubprojects
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π¦ hashgraph-online/awesome-ai-plugins
Awesome AI Plugins: The Curated List for Your Coding Assistants
The curated directory that verifies the security of your AI coding tools. This project catalogs extensions for major assistants like Claude Code and ChatGPT, but it does more than just list them. It uses an automated scanner to check every plugin for dangerous code and hidden secrets before you install it. This gives you a clear trust score so you can avoid the supply chain risks that come with adding new tools to your workflow. If you rely on AI to help you code, this list saves you from guessing which plugins are actually safe.
π @hackernewsgithubprojects
Awesome AI Plugins: The Curated List for Your Coding Assistants
The curated directory that verifies the security of your AI coding tools. This project catalogs extensions for major assistants like Claude Code and ChatGPT, but it does more than just list them. It uses an automated scanner to check every plugin for dangerous code and hidden secrets before you install it. This gives you a clear trust score so you can avoid the supply chain risks that come with adding new tools to your workflow. If you rely on AI to help you code, this list saves you from guessing which plugins are actually safe.
π @hackernewsgithubprojects
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π¦ lantunnel/lantunnel
Lantunnel: Your Private Network Anywhere
Connect your home and office computers into one private mesh. Lantunnel lets you reach devices on different networks directly, without opening ports or exposing anything to the internet. It works by having your devices find each other and talk face-to-face whenever possible. If the network blocks that direct link, it falls back to an encrypted relay that forwards data it cannot read. This keeps your traffic secure and private, even across different locations. Whether you are streaming media, accessing a server, or just checking a printer, everything stays inside your own secure bubble. It is a clever, lightweight way to own your connectivity.
π° https://news.ycombinator.com/item?id=49593653
π @hackernewsgithubprojects
Lantunnel: Your Private Network Anywhere
Connect your home and office computers into one private mesh. Lantunnel lets you reach devices on different networks directly, without opening ports or exposing anything to the internet. It works by having your devices find each other and talk face-to-face whenever possible. If the network blocks that direct link, it falls back to an encrypted relay that forwards data it cannot read. This keeps your traffic secure and private, even across different locations. Whether you are streaming media, accessing a server, or just checking a printer, everything stays inside your own secure bubble. It is a clever, lightweight way to own your connectivity.
π° https://news.ycombinator.com/item?id=49593653
π @hackernewsgithubprojects
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π¦ maxhu-xuan/chat-archive-guard
Chat Archive Guard: The Local Privacy Shield
Chat Archive Guard never sends your data to the cloud to check for leaks, keeping every audit entirely on your own device. It acts as a strict, read-only gate for your chat exports, scanning files locally to spot hidden passwords, personal details, and broken code structures before you share them. By refusing to upload your archive, it ensures your private conversations stay private while still giving you a clear report on what might be exposed. If you handle sensitive chat logs, this tool gives you the peace of mind to move data safely without risking a data breach, making it a simple but powerful addition to your privacy toolkit.
π @hackernewsgithubprojects
Chat Archive Guard: The Local Privacy Shield
Chat Archive Guard never sends your data to the cloud to check for leaks, keeping every audit entirely on your own device. It acts as a strict, read-only gate for your chat exports, scanning files locally to spot hidden passwords, personal details, and broken code structures before you share them. By refusing to upload your archive, it ensures your private conversations stay private while still giving you a clear report on what might be exposed. If you handle sensitive chat logs, this tool gives you the peace of mind to move data safely without risking a data breach, making it a simple but powerful addition to your privacy toolkit.
π @hackernewsgithubprojects
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π¦ egma-ai/egma
Test Your Voice Agents with Egma
Egma lets you rehearse your voice agents in a simulated phone call before you ever let them talk to a real customer. You build a test suite that mocks out the tools your agent uses, so you can verify it handles edge cases like angry callers or dropped calls without risking a bad production experience. It runs these simulations right inside your code repository, giving you a safety net to catch bugs before they happen. The best part is the autonomy; you can bring your own API keys to keep costs low, and the platform is designed to be self-hosted.
π° https://news.ycombinator.com/item?id=49646928
π @hackernewsgithubprojects
Test Your Voice Agents with Egma
Egma lets you rehearse your voice agents in a simulated phone call before you ever let them talk to a real customer. You build a test suite that mocks out the tools your agent uses, so you can verify it handles edge cases like angry callers or dropped calls without risking a bad production experience. It runs these simulations right inside your code repository, giving you a safety net to catch bugs before they happen. The best part is the autonomy; you can bring your own API keys to keep costs low, and the platform is designed to be self-hosted.
π° https://news.ycombinator.com/item?id=49646928
π @hackernewsgithubprojects
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π¦ maxhu-xuan/task-state-guard
TaskStateGuard: The Anti-Guessing Safety Net
TaskStateGuard refuses to guess that your AI agent succeeded just because the code stopped moving. After a service restarts, it acts as a strict accountant for your background jobs, looking at a local SQLite database to find tasks stuck in a running state. It waits for real proof of success or a confirmed delivery before closing the loop, rather than just assuming everything worked out. If a task hits its deadline without that proof, it marks it as timed out, keeping your system honest. You can preview these fixes in a dry run mode to see exactly what changes before applying them.
π @hackernewsgithubprojects
TaskStateGuard: The Anti-Guessing Safety Net
TaskStateGuard refuses to guess that your AI agent succeeded just because the code stopped moving. After a service restarts, it acts as a strict accountant for your background jobs, looking at a local SQLite database to find tasks stuck in a running state. It waits for real proof of success or a confirmed delivery before closing the loop, rather than just assuming everything worked out. If a task hits its deadline without that proof, it marks it as timed out, keeping your system honest. You can preview these fixes in a dry run mode to see exactly what changes before applying them.
π @hackernewsgithubprojects
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π¦ f0rr0/oliphaunt
Oliphaunt: The Database That Fits In Your Pocket
Oliphaunt runs a full instance of Postgres directly inside your application code. No Docker containers, no external servers, and no network latency. It behaves exactly like a simple file-based database, making it perfect for mobile apps and unit tests. You get the power of a professional relational engine without the heavy infrastructure usually required. This project solves the problem of needing complex data handling in environments that cannot support a traditional server. It allows developers to use advanced SQL features locally with minimal setup. The result is a database experience that feels instant and private. Your data stays exactly where you put it.
π° https://news.ycombinator.com/item?id=47918882
π @hackernewsgithubprojects
Oliphaunt: The Database That Fits In Your Pocket
Oliphaunt runs a full instance of Postgres directly inside your application code. No Docker containers, no external servers, and no network latency. It behaves exactly like a simple file-based database, making it perfect for mobile apps and unit tests. You get the power of a professional relational engine without the heavy infrastructure usually required. This project solves the problem of needing complex data handling in environments that cannot support a traditional server. It allows developers to use advanced SQL features locally with minimal setup. The result is a database experience that feels instant and private. Your data stays exactly where you put it.
π° https://news.ycombinator.com/item?id=47918882
π @hackernewsgithubprojects
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π¦ elixir-dux/dux
Dux: The Elixir DataFrame That Actually Scales
Dux is the data tool that finally makes distributed computing in Elixir feel effortless and native. You write your familiar chain of filters and summaries, but behind the scenes, the whole thing compiles into optimized SQL that runs directly on a high-speed engine called DuckDB. The coolest part is how it handles scale: just add one line to your code, and Dux automatically splits your data across multiple servers, letting them crunch numbers in parallel without any complex setup. It is fast, it is clean, and it keeps your data right where it lives.
π° https://news.ycombinator.com/item?id=47594412
π @hackernewsgithubprojects
Dux: The Elixir DataFrame That Actually Scales
Dux is the data tool that finally makes distributed computing in Elixir feel effortless and native. You write your familiar chain of filters and summaries, but behind the scenes, the whole thing compiles into optimized SQL that runs directly on a high-speed engine called DuckDB. The coolest part is how it handles scale: just add one line to your code, and Dux automatically splits your data across multiple servers, letting them crunch numbers in parallel without any complex setup. It is fast, it is clean, and it keeps your data right where it lives.
π° https://news.ycombinator.com/item?id=47594412
π @hackernewsgithubprojects
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π¦ unity-technologies/unity-agent-plugin
Unity Agent Plugin: Your AI Coding Sidekick for Unity
Unity Agent Plugin is the bridge that gives your AI coding assistant the specialized skills needed to build games. Instead of generic advice, it feeds your agent specific, documented instructions for handling tricky Unity tasks like pixel-perfect rendering or setting up in-app purchases. This means when you ask your assistant to fix blurry sprites or configure multiplayer voice chat, it knows exactly which settings to tweak to get the job done right. You stop guessing and start shipping, turning your AI tool into a reliable partner that understands the unique quirks of the game engine you are working with every day.
π @hackernewsgithubprojects
Unity Agent Plugin: Your AI Coding Sidekick for Unity
Unity Agent Plugin is the bridge that gives your AI coding assistant the specialized skills needed to build games. Instead of generic advice, it feeds your agent specific, documented instructions for handling tricky Unity tasks like pixel-perfect rendering or setting up in-app purchases. This means when you ask your assistant to fix blurry sprites or configure multiplayer voice chat, it knows exactly which settings to tweak to get the job done right. You stop guessing and start shipping, turning your AI tool into a reliable partner that understands the unique quirks of the game engine you are working with every day.
π @hackernewsgithubprojects
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π¦ guqiong96/lsglang
lsglang
Run massive AI models on hardware that looks too small to hold them. Lsglang takes a standard language model server and teaches it to split the work between your graphics card and your regular computer memory. Instead of cramming everything into the limited graphics card, it keeps the heavy parts in standard system memory and only moves what is needed to the fast chip. This means a single machine can handle a model that is effectively twice as large as the memory card alone allows. It is a clever way to squeeze more performance out of existing hardware without buying a new server.
π @hackernewsgithubprojects
lsglang
Run massive AI models on hardware that looks too small to hold them. Lsglang takes a standard language model server and teaches it to split the work between your graphics card and your regular computer memory. Instead of cramming everything into the limited graphics card, it keeps the heavy parts in standard system memory and only moves what is needed to the fast chip. This means a single machine can handle a model that is effectively twice as large as the memory card alone allows. It is a clever way to squeeze more performance out of existing hardware without buying a new server.
π @hackernewsgithubprojects
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π¦ uiuing/browser-agent
Browser Agent
Browser Agent is the open-source browser runtime that verifies every single action against the live page structure. It acts as a Chrome extension where the AI plans its next move in a side panel, but the real work happens on actual web pages. The project solves the problem of AI hallucination by checking if a button was truly clicked or if a list actually updated, rather than just trusting the modelβs word. This makes it a reliable tool for automating real-world tasks safely. If you want an AI that proves it worked, this is the one to watch.
π @hackernewsgithubprojects
Browser Agent
Browser Agent is the open-source browser runtime that verifies every single action against the live page structure. It acts as a Chrome extension where the AI plans its next move in a side panel, but the real work happens on actual web pages. The project solves the problem of AI hallucination by checking if a button was truly clicked or if a list actually updated, rather than just trusting the modelβs word. This makes it a reliable tool for automating real-world tasks safely. If you want an AI that proves it worked, this is the one to watch.
π @hackernewsgithubprojects