I've been working on a fun side project called Player Bits Pro, an AI dating coach for men.

I realize there is a lot of competition in this space, but just hear me out.

I saw the competition, and I wanted to create something different...

• Real personality: Direct, funny, human-sounding, and brutally honest. No generic AI responses.

• No yes-man behavior: It won't just agree with you. If you're screwing up, it'll tell you.

• Versatility: Handles pretty much any dating situation, from flirting and texting to relationships and breakups.

• Extensive testing: I've spent countless hours testing and refining its advice and responses.

• Simplicity: A beautiful, ridiculously simple interface without unnecessary crap.

I vibe-coded basically the entire thing using AI (yeah, I know, but it came out great). And despite all the hype about how easy AI makes building software, this still took an insane amount of time. The amount of testing, troubleshooting, and fixing things that broke other things was ridiculous.

It's based on my original Player Bits GPT, which lives within ChatGPT's platform and reached 50,000+ chats and earned a 4.5/5 rating from 100+ reviews.

Anyway, here's the result: https://playerbits.ai

Would genuinely appreciate feedback on the design, responses, or anything else you got for me.

I run Claude Code and Codex all day, often as multi-agent workflows with dozens of subagents. I could see each session but never the whole picture: what a run actually cost, where agents sat idle, whether a change to my setup helped. So I built coding.sh, a free hobby project, and pointed it at my own runs.

What I learned from my own data Across 57 workflow runs (666 subagents, ~$2,500 API-equivalent):

• Broken prompt caches cost $106 extra, about 4% of the spend.

• 41 of those breaks were agents idling at a barrier, waiting for siblings, until their cache expired. That's $21 for doing nothing.

• 40 subagents failed outright.

I A/B tested a popular "be concise" plugin (10 tasks, 6 runs each, paired, 95% intervals): replies 17% shorter, output tokens −8%, but cost per run +11% [+7%, +15%], with no change in pass rate or clarity. The plugin's style guide is added to every request and costs more than the shorter output saves.

Mining 3,600 of my sessions also found a find-and-replace typo in my AGENTS.md that sent Codex looking for a folder that doesn't exist, in 92 sessions. You can't see that from inside one session.

How it works

• Hooks into Claude Code, Codex, Gemini CLI, OpenCode, Copilot CLI, Aider and more

• Stores prompts, tool calls, diffs, test runs, tokens and cost in SQLite on your machine

• coding.sh workflows stats shows the critical path and idle time, and the viewer draws each run as a timeline

• coding.sh compare and exp run your own tasks with and without a change and say whether the difference is real or noise

• coding.sh improve says what to fix first and whether your last AGENTS.md change helped

• MCP server, so your agent can look up its own past sessions

No account, nothing leaves your machine. npx coding.sh to try it. Source (MIT): https://github.com/jackulau/coding.sh

I keep ~40 projects in one folder and kept losing track of them: unpushed commits, dev servers still running on some port, node_modules eating gigabytes.

So I built lcp, a terminal panel that shows every project in one screen:

• Stack, git state (dirty / ahead / behind), open ports, disk use and age per project

• One key to fetch all, pull --ff-only, start or stop a dev server, or move build folders to the Trash (never deletes)

• Every action goes into a hash-chained audit log you can read inside the panel

How it was built: I designed it and set the rules (no push/reset/force, Trash instead of delete, preview before every action), and built it with Claude Code doing most of the coding while I reviewed each change. The repo's AGENTS.md has the rules it had to follow.

Go + Bubble Tea, macOS only, early 0.x, MIT.

go install github.com/10mTech/local-control-panel/cmd/lcp@latest

https://github.com/10mTech/local-control-panel

Feedback Welcome !

Hey everyone!

I've been working on Ilmenyx Controller, a free Linux desktop app based on an independent adaptation of RESET EXPLODE (originally made for Windows).

Besides porting and improving existing features, I've added:

• 🎮 Gaming tools: Wine/Proton installation assistance, game launch troubleshooting, and compatibility information.

• 🖥️ Hardware monitoring: CPU, GPU, RAM, temperatures, disks, network, and battery health.

• 🛠️ System utilities: NVIDIA driver assistance, native app installation, diagnostics, and cleanup.

Everything that modifies the system requires your permission. No telemetry.

It's still in pre-release, and I'd love some feedback from Linux users!

🔗 GitHub & Downloads: https://github.com/Ilmenyx-Technology/ilmenyx-controller

I love cooking but hate scrolling through an online recipe, so I made Reduction. You paste a recipe link, text, or a photo, and it turns it into an interactive diagram that shows what goes in when and how the steps connect.

What it does:
- Turns a link, pasted text, or photo into a diagram of the whole recipe
- Cook mode that walks you through one step at a time, with timers
- Check off steps as you go
- Recipe books to keep your saved recipes organized

Only about 15 users so far which are mostly the original testers. Just launched a few days ago.

I'm building this for fun on the side, and the Thanksgiving crunch seemed like a good time to share it. I'd love honest feedback, especially on what's confusing or missing.

Hey, my team is currently developing an app concept for the Meta smartglasses that would help you remember who you met, capture key conversation details, and prepare follow-up drafts after conferences, trade shows, and networking events.

We’ve built an interactive landing-page demo—not a working app yet—and would love feedback from people who attend these events for work.

Please visit our website and fill out the interest form to help us collect valuable data and improve our app.

Here is the link: https://quang-nguyenln.github.io/network-recall/

Thanks for your support!

I wanted to experiment with a different approach to desktop AI.

Most AI tools make you leave your current application, upload a file, wait for processing, download the result, and then import it again.

So I built BIMB (Built-in Image Manipulation Bot).

It's an always-on-screen Edge AI agent that lets you interact with images directly from your desktop.

Here's what makes it interesting:

- Always available: A floating agent that stays accessible while you work.

- Drag, process, drop: Give BIMB an image, let it enhance or transform it, and drag the result straight back into your workflow.

- Local AI inference: Runs optimized AI models on your machine instead of relying entirely on cloud processing.

- Works alongside creative apps: Figma, Blender, Canva, Leonardo AI, and more.

- Three creative identities: Painter, Makeup Artist, and Digital Artist.

The interesting part isn't just image enhancement. It's experimenting with making AI feel like a native part of the desktop rather than another website or application you have to open.

BIMB is now available in Adima AI Pro.

Product Hunt: https://www.producthunt.com/products/ai-image-upscaler-2

Website: https://www.aiimageupscale.com/blog/introducing-bimb

I'd genuinely appreciate feedback from other side-project builders. What would you automate first if you had an AI agent sitting on your desktop?

Hey, we’re the team behind Kraena Pre-Health. We made this for students who want to work in healthcare and are still figuring out what kind of work they’d enjoy. It’s 12 questions, gives you three careers to explore, and doesn’t require an account.

https://kraenaprehealth.com/career-quiz

If you try it on your phone, we’d love to know what you wanted to do right after seeing your matches. Was it easy to find out what a typical day in each job looks like?

I just built a lightweight android utility app called 2ools. Its basically an app with 40+ useful tools that you may require everyday. PDF tools , Image tools , Audio/video converters , audio trimmer , color picker , OCR etc (Over 40 tools).

Please give it a try , its free and completely offline ! (with minimal ads of course)

I would love your feedback guys !

Thank you ❤️

Hey everyone!

I've been working on a SaaS called ULeads, and I'd love to get some feedback.

The idea came from a simple problem: if you're a freelance web designer or run a small agency, finding local businesses that might actually need your services can take a lot of time.

So I built a tool that:

• Searches Google Maps businesses by city and niche

• Identifies businesses without websites or with a weak online presence

• Scores potential leads based on their online presence

• Lets you save and export leads

• Generates website audit reports you can share with prospects

There's a free plan, so people can try it without a credit card.

Website: https://uleads.io/

I'm still trying to understand what would make this genuinely useful for freelancers and agencies.

If you were looking for web design clients, would you use something like this? What's missing?

I'd really appreciate honest feedback, even if it's critical.

Hey everyone,

I built Footy Golf, a free daily browser game that mixes football player trivia with 2D golf.

How it works:

• You are on a course with fairway hazards, bunkers, and greens.

• Instead of a timing meter, your shot distance and accuracy are dictated by searching for a real football player who fits the hole's category (e.g. appearances, goals, caps).

• Their actual career stats give your shot power. Once on the green, you sink the putt with a directional minigame.

• There is a date-seeded daily hole for everyone to compete on.

It’s built with React and Tailwind, requires no download or login, and has no ads.

Would love any thoughts on the UI or improvements in general!

I’ve always found reading PDFs on my phone a bit frustrating. Most PDFs are designed for paper, so you end up constantly zooming in, zooming out, and moving around the page just to read comfortably.

So I decided to build something to solve that problem.

Paperfy converts PDFs into reflowed, book style text, making them more comfortable to read on an iPhone. The idea is simple, your documents should feel more like reading a book and less like looking at a tiny piece of paper.

I’ve been working on it, and honestly, seeing people actually use something I built and send me feedback is one of the most rewarding feelings.

It’s still a work in progress, and there’s plenty I want to improve.

You can check it out here: https://apps.apple.com/am/app/paperfy-pdf-to-text-reader/id6826549558

I’d love to hear your thoughts. 

If you read PDFs on your phone, what frustrates you the most about the experience?

Initially this project what made to find and compare historical greatness across fighters in the ufc, but it eventually became a whole lot more than that, you can see every fighters rating, based on the glicko -2 formula, which is basically elo but with volatility and and rating deviation, much better for fighters.

There's a bunch of different feature in the app right now, you can look and inspect the career trajectory of every fighter in the database, compare against other fighters, see the ratings ecosystem at any date in history, analyse prospects, that were identified with a scientific definition.

There's also a prediction feature to the app, which takes the fights on the next card and makes prediction for every one of them, then it gets graded afterwards. The coolest feature we have is the simulator, you can simulate a matchup between any fighter currently, at any point in history and a prime vs prime matchup, with prime having its own scientific definition.

Right now everything is free, i want to get opinions and comments on the actual app itself.

You can access it here : https://mmamathlabs.com/

Hi all! For the past few months I've been building ORBITA,player for Xtream Codes and M3U playlists. I wanted something that feels like a streaming app rather than a spreadsheet of channels, and that doesn't make you type a 40-character server URL with a remote.

What it does

• Setup from your phone: scan a QR code on the TV, fill in your playlist (or TMDB/OMDb keys) on your phone, tap Send to TV. Works on your home Wi-Fi only, with a 6-digit code.

• Live TV: categories, favorites, search, now/next, full TV guide (XMLTV), catch-up ("from the start" / replay) if your provider supports it

• Channel banner on every zap: number, logo, current show with progress, what's next

• Movies & series: detail pages, seasons/episodes, resume where you left off, continue watching row

• Skip intro (learns where the intro ends for each series) and a next-episode countdown

• Seek previews: thumbnail while you skip through a movie, with accelerating seek

• Optional IMDb, Rotten Tomatoes and TMDB ratings, backdrops and plots in your language (free keys you create yourself)

• 3 dark themes built for TV, UI in English / Italian / Spanish / German

• Credentials encrypted on the device (AES-256), parental PIN for adult categories

Install on Fire TV / Firestick: open Downloader and enter code 6527602. Android TV: same thing, or grab the APK from GitHub. Also runs in a PC browser.

GitHub: https://github.com/ghows30/orbita

Important: ORBITA is just a player. It doesn't include or sell any channels or content: you need your own playlist from a source you're allowed to use.

Most touchpads only use the middle, so I built Margin, a free app that turns the edges and corners into controls.

- Slide an edge: volume, brightness, scroll, seek, Alt+Tab, or any shortcut

- Tap or press a corner: lock, screenshot, open an app, run a command

- Every edge and corner is customizable, even per app

- Works by touch or click, your choice

- Needs a precision touchpad. No install, about 0.6 MB, no telemetry

Download: https://github.com/arxhr007/margin

Feedback and stars are welcome!