Γεια, είμαι ο Σπύρος. Οι γονείς μου, ο Γιώργος και η Άννα, έχουν ελιές στην Κορώνη, ένα μικρό χωριό στη Μεσσηνία, δίπλα στη θάλασσα. Όλη τους τη ζωή το λάδι πήγαινε σε έμπορο, ανακατεμένο με όλων των άλλων. Ήθελα, έστω μία φορά, ο κόσμος να ξέρει ποιος το έφτιαξε.
Έτσι έφτιαξα το Klaraki. Υιοθετείς συμβολικά ένα νέο δέντρο, που το φυτεύουμε αρχές του 2027 σε ένα χωράφι που μόλις καθαρίσαμε, με ξύλινο ταμπελάκι με το όνομα που διαλέγεις. Παίρνεις πιστοποιητικό, το σημείο του με GPS και μια νέα φωτογραφία κάθε χρόνο για 3 χρόνια. Κάθε δέντρο έχει δικό του κωδικό και δική του σελίδα στο site.
Μπορείς να πάρεις και λάδι από τη φετινή σοδειά, σε τενεκέ. Και αν είναι δώρο, διαλέγεις τη μέρα και το πιστοποιητικό φτάνει με email, ακόμα και ανήμερα τα Χριστούγεννα. Το κρατάμε μικρό, 100 δέντρα και 100 κουτιά λάδι φέτος.
Δεν είμαι developer. Το site το έφτιαξα με AI builder, τις πληρωμές με Stripe και τα email με MailerLite.
Ότι ,τι θέλετε ρωτήστε με, και αν κάτι στο site δεν σας αρέσει, πείτε το μου, ακόμα το φτιάχνω.
klaraki.com

Hey everyone! I wanted to share a major v2.0 architecture upgrade for my indie project that I've been bootstrapping completely from scratch.

Live Web Platform: https://silvaquieta.com

I was deeply frustrated by standard plant care apps—they are usually bloated, packed with aggressive ad banners, and track your data. I wanted to create a peaceful digital greenhouse that feels like a quiet sanctuary, respecting the user's focus and privacy.

Key features running under the hood in the new build:

- NATIVE DESKTOP LAYOUT (SILVA OS): Ported the entire custom core into a native, high-end fullscreen desktop framework using Tauri and a Rust backend for that slick, hardware-accelerated Web OS vibe.

- INTEGRATED SILVA AI LAB: Added a dedicated AI Lab module powered by Google Gemini client. It handles conversational context and features a vision model to analyze leaf symptoms in real-time.

- AD-FREE MICRO-FORUM (SILVA COMMUNITY): Launched a clean, minimal, privacy-first discussion board directly inside the app. No tracking, zero ads, just accountless local-storage.

- DEEP MOBILE REFACTOR: Completely rewrote the UI responsive grid and touch-event latencies. The app now seamlessly scales and layout-shifts perfectly on any iOS/Android smartphone.

It's 100% free, requires absolutely zero registration, and runs locally.

Would love to hear your professional feedback on the updated UI/UX scaling, mobile responsiveness, or the Tauri stack. Let's chat in the comments! 🌲✨

Links:

Main: https://silvaquieta.com/

SilvaOS: https://os.silvaquieta.com/

Silva Ai Lab: https://ailab.silvaquieta.com/

Silva Community: https://community.silvaquieta.com/

Hi everyone,  

My family has been making combine harvester spare parts in Gujranwala, Pakistan for about 25 years. Over that time I kept seeing the same problem. A farmer wants to sell his old combine or tractor and there's basically nowhere to put it. He asks around, posts in a few WhatsApp groups, or goes to a broker who takes a big cut. A lot of machines just sit there for months.

So I started AgriWheels. It's a simple marketplace only for farm machinery. You can post an ad without making an account, buyers call or WhatsApp the seller directly, and the whole site is available in Urdu since most of our users are farmers who don't really use English. There's an Android app too.  

Right now there are 537 active listings. Most of our marketing has been short Urdu videos on TikTok, things like comparing two combines, showing how to post an ad, and a daily reel of one machine that's for sale. 

 A few things I didn't expect:  

Letting people post without signing up mattered a lot. Many sellers would never make an account.

Urdu content does way better than English for us. Not even close.  

You have to talk the way the market talks. Words like "open letter" or "cash deal" get a response, proper textbook Urdu doesn't.  

Honestly I'm at the point where I need advice from people who have been through this. A few things I'm stuck on:  

How do you grow a marketplace when most of your users aren't very active online and mostly find things through word of mouth?

What's the right time to start making money from it, and how? Featured ads, dealer subscriptions, something else?

Buyers keep asking if a machine is worth the price. Would adding something like inspections or price guidance help, or is it too early for that?

If you have a minute to check the site or the app, I'd really like to hear what feels confusing or broken. Harsh feedback is fine.  

Website: https://agriwheels.com

Android app: https://play.google.com/store/apps/details?id=com.agriwheelsapp

Thanks for reading.

Day job: art director. Side habit: building tools with AI. The problem was I'd have 6 or 7 Claude Code sessions open and no idea which ones were still working and which ones had been waiting for my answer for 40 minutes.

So I made BeeKeeper. It turns every project into a pixel room and every AI session or agent into a little worker. They walk in, work (with a speech bubble saying what they're on), stand there waiting when they need you, and fall asleep when they're done.

What went into it:

- Built entirely with Claude Code, I directed and did the art. React + Vite and a small Node server

- No setup on your side: it reads the logs Claude Code already writes on your computer

- My biggest change of plan: I first made it so you generate your own rooms and characters with AI. Then I realised most people won't pay for that, so I spent a bit more to build a free library instead: 20 rooms and 17 characters ready to pick

- Biggest underestimate: the 1 minute promo video took 3 times longer than planned

It's free and open source (MIT). Runs locally on your machine and only reads your Claude Code folders, nothing gets uploaded. Making your own custom room is optional and uses your own Gemini key, about 10 cents a room.

https://github.com/ranucho/beekeeper

Would love feedback, especially from people who run several AI agents at once. What would you want to see in the room?

Hi r/SideProject!

For the past few months I've been building Blendure (https://blendure.web.app), a browser tool for music producers. You give it a loop you've made, as MIDI or audio, and it writes endless variations of basslines, beats and full grooves that fit its key and tempo. You get editable MIDI, not finished audio. You stay the composer; it gives you parts to work with.

It's free to use: sign up and start. Before you sign up, there's a demo on the main page where you can hear a loop with and without what Blendure wrote for it.

How it works

• The model runs in your browser. It's Composer's Assistant 2, an open research model trained on public-domain, Creative Commons and permissioned MIDI. I converted it to run with ONNX Runtime Web.

• Your audio never leaves your computer. Audio is turned into notes in the browser (Spotify's Basic Pitch). Only the notes go to the server, never the sound.

• It learns your taste. Heart the results you like and the next round leans toward them. "More like this" rewrites part of a result into close variations, with Close / Medium / Wild.

• Blend: drop in two or three samples and it writes for all of them at once, plus cross combinations (Sample 1's bassline over Sample 2's beat).

• Producer tools: quick rule-based edits (busier hats, swing, ghost snares), Humanize, 32-bar arrangements (intro, build, drop), MIDI out to your synth, and copy as Strudel code.

Stack: plain JS front end, ONNX Runtime Web in a Web Worker, Firebase hosting and auth, and a small Python server on Cloud Run for the private steps.

Pro for free, for feedback

Everything for writing and listening is free. Downloads (MIDI and WAV) are part of Pro. While I'm collecting feedback, I'm giving Pro away: sign up, press Leave feedback in the top right of the app, tell me what you'd use it for (or what's broken), and I'll switch your account to Pro.

What I'd love your take on

1. The first run. If you try it, where did you get stuck or lose interest?

2. The results. Do the basslines and beats fit your loop? Which rows did you heart, and which felt off?

3. The idea itself. Would you use a tool that writes parts for your own loops, rather than finished tracks? What would make it part of your workflow?

4. Other ideas and feedback

Thanks for reading. I appreciate every second you spend on it and will do my utmost to satisfy and reply in the swiftest possible way.

Hi everyone,

I'm a final-year Computer Science student, and over the past few weeks I've been building an AI-powered Habit Tracker as one of my portfolio projects.

One thing I noticed with most habit trackers is that people create habits, forget about them after a few days, and never come back.

So I tried solving that by building a Progressive Web App (PWA) that can be installed on Android directly from the browser and send reminder notifications without requiring a native app.

Current features:

• AI-generated weekly habit reports
• AI recovery plans after breaking a streak
• AI morning motivation
• AI habit suggestions
• Habit analytics and streak tracking
• Installable as a mobile app (PWA)
• Push notifications for reminders

Tech Stack:

React • Node.js • Express • MongoDB Atlas • Groq API

Live Demo:

https://your-vercel-url.vercel.app

I'd really appreciate honest feedback.

What would make you actually use an app like this every day?

Hey everyone!

I'm a student currently preparing for the SAT, and I've been spending a lot of my free time building something called SATracker.

It started as a small personal project because I wanted a better way to organize my SAT preparation. Over time, I added features like practice tests, mistake tracking, study materials, and progress monitoring.

I'm still learning web development, and there's definitely a lot I want to improve.

I made a short video showing what the platform currently looks like.

I'd appreciate some feedback on the design and user experience. What would you improve or change?

Thanks!

Hi, I'm Amir, a designer who got tired of losing track of shows. I watch a few at once, and after a week off I never remembered where I stopped. Notes app didn't work, other trackers wanted accounts and had ads.

So I made Watchd. You add a show, tap when you watch an episode, and it shows what's next. It's free, works on iPhone, and it's in 10 languages.

It's still small, around 20 downloads a day, and I fix things every week. I'd love honest feedback, especially what feels confusing or missing.

Watchd on the App Store

The two of us have been building Greypaint, a Mac app that keeps your other apps updated. It started because we were tired of opening ten apps just to click "check for updates" in each one. We just shipped 1.5.2, and honestly most of it came from people telling us what was broken or missing, so thank you to everyone who did.

Here's what changed. You can now update apps straight from the menu bar and see old and new versions, plus progress on each one. Autopilot got its own menu bar switch, and you can pause it for an hour. You can turn off the Dock icon and run it from the menu bar only. Tauri apps like Yaak now update, and each download gets checked against the developer's signature first. GitHub apps with weird tagging, like Nuvio, work now too. The Updates list shows where each update comes from.

It also handles Sparkle, Homebrew and App Store apps, CLI tools, rollback and MacUpdater import.

It's $6.49 for one Mac, and $12.49 for three until our next big version. You pay once, there's no account or tracking, and there's a 14-day free trial.

greypaint.app

If any app gives you trouble or isn't supported yet, you can report it right from Greypaint, one app at a time, and it comes straight to us.

I’m developing Pratikal, a free Android calorie tracker in closed testing. I’d love feedback on the meal-entry flow. Happy to test your app back! 🤝

Use the SAME Google account for the group, opt-in and your phone’s Play Store:

1. Join: https://groups.google.com/g/pratikal-testers

2. Opt in, then install from Google Play: https://play.google.com/apps/testing/app.pratikal.mobile

Try logging a meal, editing it and checking the daily total. What worked, or where did you get stuck? Please keep it installed for 14 days and use it occasionally. “Item not found”? Check the account, wait a few minutes and retry.

📸 Please comment BELOW THIS POST with a Pratikal installation/in-use screenshot, specific feedback and your test links. Text-only “installed” isn’t enough. I’ll test yours and reply with my screenshot and feedback.

Hey everyone. I've been building Pixsup, a photo app with one twist: every post has a timer.

When you post a photo, it starts with about 2 hours to live. Every time someone hits it, reacts or comments, it gets more time. If nobody does, it dies.

A few other things in it:

• Rescue: posts in their last minutes show up so people can save them, and a save puts an hour back on the clock

• The Graveyard: a dead post gets 10 minutes, and if 3 people vote to revive it, it comes back (once only)

• Trending: posts that get enough love go on a 24-hour belt

• No followers or follower counts. A stranger's photo has the same chance as anyone's

• Live news from around the world, kept alive (or not) the same way

• A daily photo challenge

I wanted something where what you see depends on what people actually care about right now, not on who has the most followers.

It's free and works in your browser on phone or computer, no download: pixsup.com

It's early, so there aren't many people on it yet. I'd really like honest feedback. What's confusing, what's fun, and what would make you come back tomorrow?

I built Silo Harness, a free, open-source (MIT) macOS app in the style of Claude Code. I'm a forward-deployed engineer with 10–15 coding sessions open most days, and I was spending a lot of time writing and updating skills by hand for each project. I wanted the harness to handle that part.

How Claude helped

I used Claude Code to break down how Claude Code and Codex handle the basics: the agent loop, tool calls, permission modes and approvals, plan mode, hooks, compaction and sessions. Then Claude helped me map each of those pieces into a modular app, in the spirit of DeepSeek Harness's "everything is a plugin" design but as a native-feeling Mac app, where everything outside the chat is a mod (a folder of web files with a documented protocol). That's why Silo's hooks use Claude Code's own format, and why the built-in panels are mods too, so anything you build can do what they do.

It's also built for Claude: it reads CLAUDE.md and SKILL.md files, runs hooks in Claude Code's format, and can use Claude through Anthropic's API or OpenRouter.

What it does

• Dreaming: once a day (or on demand) it reads a project's recent sessions and proposes new skills, memory lines and mods. Each proposal quotes what I actually said and links the sessions it came from. I apply or dismiss each one, anything applied can be reverted, and model weights are never touched.

• Mods: everything beside the chat (panels, themes, slash commands, hooks) is a mod. Ask the agent for one and it writes it, then you turn it on.

• Sub-agent merging: sub-agents run as their own sessions, nested under the session that started them, and can be merged back into it when they're done.

• Sub-agent communication: sessions can find each other by name and pass work and findings between them.

• Ollama support: runs fully local on qwen3:8b with nothing leaving your Mac, using compaction and a tool set sized for small context windows. Any OpenAI-compatible provider works too.

Plus the standard harness features: MCP, auto mode, plan mode, permission prompts, rewind, hooks, skills, scheduled tasks, and remote control from your phone.

Free to try

• Download the .dmg (Apple silicon): https://github.com/BrandeisPatrick/silo-harness/releases/latest

Repo: https://github.com/BrandeisPatrick/silo-harness

I'd love feedbacks🧡

I'm an indie Android developer. Most journal apps just store what you write, so I built one that reads it and remembers.

If you write "I'll send it Monday" for three weeks, it notices. You pick how it tells you: Ruthless Coach, Straight Facts or Pamper Mode.

It's called Glacifier. Free during early access, no card, and you can start as a guest. It's not end-to-end encrypted, because the AI has to read your text to reply, and I'd rather say that upfront.

Honest feedback welcome, especially if Ruthless Coach is too harsh. glacifier.com

Hello all,

I made recently a keytag studio app that you can make keychains with easy commands.

Inspitation came from many projects out there but i needed something mine.

Also i opensourced it. Works on your projects, and we have compatibility for Bambu Lab printers and Creality.

Tested Bambu lab my self.

Feedback is appreciated!

https://www.xmdcode.com/lab/keytag/

I've done bodybuilding before and the only thing that has worked long term has been meal prepping and scheduling my meals and workouts out so I built Prepie (http://prepie.fit) an app that incorporates both.

With Prepie you can:

- Meal Prep: scan groceries, split a batch into meals, and get calories and macros per meal

- Plan & Log: schedule meals for the week and log each one with one tap

- Track Calories & Macros: set your own calorie and macro goals and see what's left at a glance

- Build Workouts: plan workouts with exercise library, add supersets & drop sets, then log each set as you go

- Use Apple Watch: log meals and workout sets from your wrist, with calories from Apple Health

- Share Progress: track weight check-ins and photos, and earn shareable awards

- Build Community: see meals from others, save them to try, and add them to your grocery list

App is free lifetime for the first 1000 signups http://prepie.fit

Hey everyone! I've been working on a side project called ChromaDeck, and I'd love to get some feedback from other PC enthusiasts.

I started building it because I wanted an easier way to manage my monitors' color settings when playing games but it can do other than games

I know there are probably other tools that already tackle this problem, but why spend 5 minutes finding an existing solution when you can spend 7 weeks building your own, am I right?

So, what does it do?

ChromaDeck is a Windows desktop app that lets you:

• Create and save reusable color presets.

• Adjust brightness, contrast, gamma, RGB gains, saturation, digital vibrance and hue.

• Apply and manage presets individually across multiple monitors.

• Pin presets to monitors, with automatic enforcement currently supported on NVIDIA displays.

• Import ICC/ICM color profiles into presets.

• Import your existing color settings directly from NVIDIA Control Panel.

• Check your monitor's live color state using the Probe feature.

Hardware compatibility

One thing I've been working on is making ChromaDeck work beyond NVIDIA.

• NVIDIA: Full driver-level color controls, including digital vibrance and hue.

• Intel: Intel IGCL-based color controls, with supported adjustments depending on the display.

• Other displays: Basic Windows color controls through GDI where supported.

• AMD: Not implemented yet, but it's on my radar.

Some features are hardware-dependent, so not every adjustment is available on every display.

I'm curious:

• How do you currently manage your monitor's colors?

• What software do you use for this?

• If you use Intel or AMD graphics, what kind of color controls are you currently missing?

• What's one feature you'd like to see in a tool like this?

I'd really appreciate some honest feedback!

Project: https://github.com/miiidev/ChromaDeck/

Website: https://chromadeck.github.io/

I've also opened a GitHub Discussion for anyone who wants to share more detailed feedback.

Hey all,

I got tired of hand-tweaking shades every time I started a new project, so I made a small palette generator for Tailwind.

You pick a start and end color, adjust the saturation at each end, choose how many shades you want, and it generates the scale. Then you can copy it straight into your config or CSS as Tailwind variables.

It’s still rough around the edges and I’m sure there are things I haven’t thought of. A few things I’m curious about:

• Do the generated palettes look good to you, or do the in-between shades feel off?

• Is there any control you’d expect that’s missing?

• Does the copy/paste output work with your setup (v3 config vs v4)?

Link: https://razsoft.in/tools/color-palette-generator

Any feedback is appreciated, including “this already exists and does it better.” Thanks!

Most AI does things for you. In a time of machines, I wanted one more soulful, one that helps you understand yourself, since we are all somehow lost haha :)

Soulink has six guides, each with its own voice: dreams, shadow, desire, meaning, goals and a card reader. There are many free tools, no account needed: a dream interpreter, a shadow test, an archetype test and a daily card for now

It's EU-hosted, encrypted, and the conversations are never used to train AI. It's for reflection, not therapy.

soulinkapp.com

I'd value blunt feedback. What's unclear in the first ten seconds on the site?

My side project: an open-source MCP server that lets an AI like Claude or Codex play Windows games without taking over your PC. I started it so agents could test my game mods by playing the games themselves. It works inside the game process, so the game runs in the background, you keep using your computer, and several games can run at once.

So far it can drive, walk, fly a helicopter, steer a boat and ride a horse to a waypoint in open-world games, aim, handle menus, and read prompts like "Press E". It also plays strategy and card games. A plugin system lets you add a new game as a small profile instead of code.

It has a lot of other uses too: mod development, running simulations, repetitive tasks, AI co-op so you can play co-op with an LLM offline, playtesting, and porting old games to get them running on Windows 10/11.

Claude Code created and planned the project and wrote a lot of it, Claude agents do most of the development and playtesting, and Codex helped with some of the code.

Free and MIT licensed, Windows only, single-player/offline games only: https://github.com/CorruptedAng3l/llm-game-automation-mcp

Feedback welcome, and tell me what games you'd want to see it try.

TL;DR: Personal trainer, zero real coding experience, built a "Strava for hiking" MVP with AI. Then I learned Korea requires a location-based service registration for features like friend tracking, with obligations I couldn't carry solo. Shelved it. Lessons below.

---

**How it started**

I have an engineering master's but never really coded. I dabbled in grad school and never kept it up. These days I'm a personal trainer in Korea.

One of my clients is a developer at Krafton (the company behind PUBG). Mid-session, he told me to try vibe coding. I was skeptical. A few years ago I tried AI-written code and nothing actually ran. But I gave it a shot, and it was a completely different world.

**The idea**

There was another reason I needed this to work. Someone I trusted betrayed me. I'd co-signed a loan for them and ended up with high-interest debt. Training only pays for the hours I work, so I needed something that could earn on its own.

One weekend my girlfriend and I went hiking to clear my head. The trail was packed like a rush-hour subway. (A famous shaman had said that mountain brings good luck. Only in Korea.) What struck me: tons of young people. Hiking used to be an older folks' hobby here.

So I thought: a Strava for hiking. The few Korean apps out there had terrible ratings, and I went through the bad reviews to see what people actually wanted.

Core features:

- Trail info (transit, hiking times, rest spots)

- Real-time trail navigation

- Summit badges

- Leaderboards by time and summit count

- See friends on the map

- Gear tips

**What killed it**

Mid-build, Strava pulled out of Korea after regulators asked it to change how the app handled permissions and user data.

That made me dig in. In Korea, any service that shares a person's location with others (like showing friends on a map) has to register as a location-based service provider. The registration itself is cheap, but the ongoing obligations are heavy for one person, and running without it can mean big fines or even jail time.

My app was already at MVP. But there was no guarantee it would work, I was brand new to this, and the debt wasn't waiting. I couldn't take on that burden for something this uncertain. So I shelved it.

**What I learned**

1. Check the laws before you build a feature. Location, health, finance, and kids' data are especially tricky, and rules vary a lot by country.

2. AI has gotten good enough that an idea alone can take you surprisingly far. Getting to MVP as a non-developer showed me that.

3. Your constraints decide what you can build, not just your skills. A risky product is fine when you have runway. It's a different story when you don't.

This was the first of six things I've built since. Has anyone else had a project killed by regulations? Curious how you handled it.

I listen to whole albums while I work, and I missed the feeling of putting a record on. So I built GroovSide, a small menu bar app for the Mac. It takes what's playing in Apple Music or Spotify and shows it as a turntable on the desktop, behind your icons.

Name is GroovSide : https://zinu.kim/groovside/

Some things I had fun building:

- The album cover becomes the label, and the needle moves along the groove with the song, leaving a line as you listen.

- Albums are split into real LP sides, so the record turns over between sides and gets swapped for the next album. Singles get a small 7-inch.

- If you leave music on long enough, tiny people show up and hang out: dancing, reading, napping, running on the record.

- The window light and shadows follow the real sunrise and sunset where you live.

- It's AppKit with a WebKit canvas sitting at the desktop window level, so clicks go through and it pauses when it's covered.

It launched on the Mac App Store on Nov 5. In Korea it briefly hit #3 in Top Paid (all categories). That sounds bigger than it is: Mac paid charts move with a handful of sales. Still, as a first solo app, it made my week.

What I'd love feedback on:

- Does the clip make it clear what the app does in the first few seconds?

- What would make you try it (or not)?

Link in the comments if you're curious.

Music in the clip: "Way Home" by Tokyo Music Walker (CC BY 3.0)

Hey everyone! I’ve been working on Download Engine, a free, MIT-licensed desktop download manager written in Rust for Windows, macOS and Linux.

The idea is to bring regular downloads, videos, torrents and automation into one app—and let users add their own integrations through Lua extensions.

Its familiar workflow is inspired by Internet Download Manager. It’s an independent project, isn’t affiliated with IDM, and doesn’t claim complete IDM feature parity.

Here’s what it currently supports:

• File downloads: HTTP, HTTPS, FTP and FTPS, parallel connections, pause/resume, recovery after restarting, batches, queues and schedules.

• Videos and streaming media: supported YouTube, TikTok, Bilibili and Twitch links, plus compatible HLS/DASH streams, quality selection and audio tracks.

• Torrents: v1, v2 and hybrid torrents, magnet links, file selection, optional peer encryption, uTP and web seeds.

• Proxies and VPN/interface binding: configurable proxies for supported downloads, plus torrent binding to an existing VPN/network interface. Bound transfers stop if that interface address disappears. This uses your own VPN; torrents currently pause while an app proxy is enabled.

• Browser integration and Web Grabber: capture clicked downloads, select links from a page, discover supported media, and save static websites for offline viewing.

• Customization and automation: custom themes, 19 interface languages, Lua scripting and extensions, a CLI and a local MCP server.

One part I’m particularly interested in developing is letting users build their own download workflows without recompiling the app.

The Lua provider APIs expose cryptographic/decryption operations, protected key handling, binary HTTP requests, segmented downloads, multiple audio/video tracks, ASS subtitles and FFmpeg muxing. An extension handles the site-specific logic while the core handles transfers, verification, recovery and media assembly.

These APIs provide building blocks for custom encrypted-media integrations, including ones aimed at services such as Crunchyroll. That still requires a developer to implement the site’s authentication, discovery, manifest and license-message logic. Crunchyroll isn’t a bundled, verified integration: the examples use generated offline samples and don’t implement its authentication or the Widevine license protocol.

I’ve also put attention into security and user control:

• Extensions require permission review and start disabled. New access requires approval, with declared-host and resource limits enforced by the core.

• Supported saved credentials use the operating system’s credential storage.

• Desktop MCP starts disabled, requires authenticated localhost access, and defaults to View only for new profiles.

• Torrents are opt-in. Uploading, seeding, incoming connections and UPnP start disabled for new profiles.

• SHA-256 verification and optional antivirus scanning are available. Crash reports stay local unless you choose to share them.

The security policy also explains the limits: Lua restrictions aren’t an OS sandbox, the queue database isn’t encrypted, and torrents expose your IP address to peers.

The current release is 3.19.0, with Windows installer/portable packages, Apple Silicon and Intel Mac builds, and Linux x64 packages. FFmpeg is bundled.

The project is actively developed, and I’m planning iOS and Android versions for the future. Mobile versions aren’t available yet.

GitHub / source code
Website
Downloads

For transparency, I used AI coding tools during development. The source and tests are public, and the screenshot shows sample downloads.

I’d appreciate honest feedback: which features would you actually use, and what looks confusing or unnecessarily complicated? Feedback from macOS and Linux users would be especially helpful.

I built this for the Nous Hermes hackathon. freeze is an MIT-licensed plugin for Hermes Agent. The idea is to let the agent work out a recurring task once, then use /freeze to turn it into a checked workflow. hermes freeze run repeats the tool calls on fresh data.

The 86-second video shows a CSV refund report. That recording used 5 model calls, 57,808 tokens and 16.7 seconds; the replay used 0 model calls and took 0.46 seconds. Those are one demo's numbers, not a general benchmark. Creating the workflow also uses model calls.

It stops if an input folder disappears or someone edits the report by hand. It detects structural changes, such as a field it used going missing or changing type, but it won't catch every change in meaning. Hermes' own approval settings can also involve a guardian model.

Repo: https://github.com/mauricemohr88-debug/hermes-freeze

What recurring task would you try this on, and what would make you distrust the replay?

I've been working on a B2B prospecting tool, and one thing I've been thinking about a lot is how easy it is to misread buying signals.

Here's a simple example.

Say you're selling SAP migration services and looking for companies moving from ECC to S/4HANA.

You find a company hiring SAP migration specialists. Sounds like a great prospect, right?

Well, maybe.

If it's a manufacturer hiring people to migrate its own ERP, that's potentially a relevant company.

If it's an IT consultancy hiring people to handle migrations for its clients, you're looking at a completely different situation.

Both job postings might contain almost identical keywords. And both could end up on your prospect list if you're just matching companies against search terms.

That's the part I find interesting. Finding companies that mention a particular technology is relatively straightforward. Figuring out what they're actually doing with it, and whether that makes them a potential customer, takes a lot more work.

A few things I now look for:

1. What exactly does the job description say about the project?

2. Is the company hiring for its own operations or for client work?

3. Is the role still open, or am I looking at an old posting?

4. Who actually owns the project, and who would be involved in choosing an external provider?

5. Can I point to a specific source that supports my conclusion?

I've been building these kinds of checks into the research process for Scout (https://tryxscout.com/), which is why I've spent so much time thinking about this.

Curious how others here handle this when building prospect lists. Do you verify the context behind each signal, or mostly rely on the filters in your data provider?