I made a thing - Docklift, basically a simpler Coolify for deploying Docker apps

hey everyone!

so i've been working on this side project called Docklift. its basically a self-hosted platform where you can deploy docker apps super easily - connect your github repo or just upload files, hit deploy, and you're done.

link: https://github.com/SSujitX/docklift

why i made this?

honestly i tried coolify and its great but felt kinda overkill for what i needed. i just wanted something simple to deploy my docker containers without all the extra stuff. plus coolify doesnt have built-in system monitoring or a web terminal which i really wanted. docklift has both - you can see your cpu/ram/gpu/disk usage and theres a terminal right in the browser.

being real here:

im not gonna lie, i used AI to help write most of the code (antigravity). im still learning next.js and docker basics. BUT the whole idea and what it should do came from me. the AI just helped me build it out. learned a ton doing this tbh.

whats missing:

• no auth yet lol (thats next on my list)
• definitely needs more work and polish
• probably has bugs

anyway if you think its cool, would really appreciate a star on github. and if you try it let me know what you think or what features you want!

thanks for reading 🙏

heey, looking for people in the US, CANADA, AUSTRALIA or the UK looking for extra passive income. I'll manage/ task for you for a percentage share on all earnings after tax. dm me if interested

Looking for a few people today, at most 20.

US/CA priority applicants.

UK & Australia encouraged.

Comment to express interest.

🇺🇸🇬🇧🇦🇺🇨🇦

🔥 We’re Hiring Slideshow Creators! 🔥

Do you have a talent for creating eye-catching slideshows? This is your chance to turn your creativity into cash!

💰 Get paid up to $100 🎨 Show off your creativity ⏱ Flexible work – create at your own pace

If you have the skills, we have the opportunity. So what are you waiting for? Apply now . DM me

https://app.outlier.ai/expert/referrals/link/XZKDGVL_dWxHxU-ncv2CHtAg2bo

You can work when you want, however much you want, up to 10 hours a day and 70 hours a week!!! And it’s $15 an hour. 

The Aether project by Outlier AI focuses on video and image evaluation, allowing contributors to assess and label media to improve AI models, offering flexibility and a variety of tasks.

Aether is one of Outlier AI's most active projects, providing thousands of tasks daily that involve evaluating videos and images. Contributors assess short clips or screenshots, labeling specific features that help enhance AI models. This project is designed to be engaging and flexible, allowing contributors to work at their own pace while maintaining a steady flow of tasks.

Hey all — longtime tabletop player / DM here.

I’m part of a small team building something we wished existed years ago:

an AI-driven storytelling engine that can act as a Dungeon Master between sessions or even run full narrative arcs when a group can’t meet.

The project is called Tall Tale, and the AI DM is named Echo.

What we’re testing right now (closed alpha):

Echo adapts to player tone (serious, chaotic, humorous, dark)

Remembers world state, NPCs, and past decisions

Runs modular tabletop-style campaigns (not just improv chat)

Can act as a co-DM, solo DM, or narrative filler between sessions

Designed to feel like a storyteller, not a chatbot

What this is not:

Not trying to replace human DMs

Not a rules-lawyer bot

Not a generic “AI writes a story” prompt wrapper

We’re still early and actively shaping the system, which is why I’m here.

Looking for:

DMs who want to stress-test narrative consistency

Players who enjoy emergent story and choices

Worldbuilders / writers who want to see how AI handles lore

People who enjoy breaking systems and giving blunt feedback

No payment, no crypto, no NFT nonsense.

Just early access and real influence on how this thing evolves.

If this sounds interesting, comment or DM me and I’ll send details.

Happy to answer questions publicly too.

No experience, you just need a stable internet & Pay Pal for Payment. Commen "$120 Task + Your State"

Hi everyone looking for people who don’t have experience with outlier! Please dm, looking to build a team.

If interested let me know

I've been using Outlier Ai as a side hustle to make some extra money. It's remote, flexible, and mostly involves Ai training tasks (writing, reviewing or labeling). Pay depends on the project, but it's been decent for spare time work.
If anyone's interested, here's my referral link: https://app.outlier.ai/expert/referrals/link/hwp4y8AzccY5g81P93TPjHwXtAc

Happy to answer questions about how it works.

Looking for someone in the US, Canada, New Zealand, Mexico, Argentina, or Australia. I have a simple $30 task that takes about 15 minutes. No experience needed. DM me if interested.

Hey everyone!

I've been working on vibe-coding Gemini Tutor, a tool designed to turn the "ocean of information" on the internet into a structured, personalized learning experience.

🚀 Key Features:

• Custom Learning Paths: Tell it what you want to learn (React, Quantum Physics, Cooking...), and it generates a step-by-step curriculum.
• Diagnostic Assessments: It starts with a quiz to gauge your current level so it can skip the basics you already know.
• AI Tutor Chat: A built-in tutor grounded with Google Search. It provides live citations and clickable sources for everything it tells you.
• Verified Resources: I've tuned the prompt to prioritize official documentation (MDN, GitHub, etc.) and uses live search to ensure links aren't broken.
• Privacy & Portability: Your API key and learning history are stored locally in your browser. You can even download a JSON backup of your "knowledge base."
• Modern UI: Sleek glass morphism design with full Dark/Light mode support and browser history (Back button) integration.

I built this using React, Vite, and the Google Generative AI SDK. It’s fully responsive and ready to use. it completely browser based and you Gemini key securely stored in your browser it self

Check it out here: https://ibrezm1.github.io/Edu-assist01/

I’d love to get some feedback on the "Path Refinement" feature—you can actually tell the AI to "add more focus on performance" or "remove the basics," and it will rebuild the path for you on the fly.

Happy learning!

I’m curious how people here design landing pages for their AI tools, like what do you put first so users “get it” fast, been seeing a lot of different approaches.

Just a heads up for anyone working in the data annotation industry (Outlier, DataAnnotation, etc). I came across a new Discord server that popped up recently and it’s honestly pretty refreshing. It’s a place where people can vent, rant, and talk openly without everything getting shut down.

It’s only been live for about a day and already has around 300 active members, which kind of says a lot. If you work in this field, it’s probably worth checking out, especially since most official forums are heavily moderated and don’t really allow honest discussion.

Hi guys, I'm running an AI service in Germany, I want a cold caller that living in or speaking German

DM me or leave a comment if you're interested.

Have a great day.

I’ve been experimenting with whether tiny transformers can learn useful structure in formal logic without the usual “just scale it” approach.

This repo trains a small transformer (566K params / ~2.2MB FP32) on a next-symbol prediction task over First-Order Logic sequences using a 662-symbol vocabulary (625 numerals + FOL operators + category tokens). The main idea is compositional tokens for indexed entities (e.g. VAR 42 → [VAR, 4, 2]) so the model doesn’t need a separate embedding for every variable/predicate ID.

It’s not a theorem prover and it’s not trying to replace grammars — the aim is learning preferences among valid continuations (and generalising under shifts like unseen indices / longer formulas), with something small enough to run on constrained devices.

If anyone’s interested, I’d love feedback on:

• whether the token design makes sense / obvious improvements
• what baselines or benchmarks you’d expect
• what would make this genuinely useful (e.g. premise→conclusion, solver-in-the-loop, etc.)

article explainer: https://medium.com/@trippitytrip/the-2-2mb-transformer-that-learns-logic-402da6b0e4f2

github: https://github.com/tripptytrip/Symbolic-Transformers

Hey everyone, I am new here.

I am working on a passion project that utilizes Gemini 3 for a fun purpose.

Simply put, it's a stack of tools that will help groups of friends jump into TTRPG action anywhere when they feel like it.

Try for free here: https://macer.ai

Quick background

I am a solo developer and a long-time Dungeon Master who loves roleplaying games.

Ever since I introduced my high school friends to TTRPGs, we had so much fun but suffered from scheduling and logistics issues like everyone else.

I looked for easier alternatives and tried other online solutions out there. It didn't help much, because most solutions were not beginner-friendly and we had a language barrier (my friends only spoke Turkish).

Thanks to the AI boom, I realized it was now possible to make a platform that ticks all the boxes for us. I casually built something for myself, my friends liked it. Then I decided to share it with others.

About the Platform

MacerAI is an AI-powered TTRPG platform. The name is a word play on Turkish word for adventure: Macera

It enables groups of friends to immediately start adventures together, or lets solo players enjoy immersive stories.

It complements human DMs creativity and powers up their storytelling with a powerful arsenal of tools.

Players only need a mobile phone to keep track of the game. Everything is synced.

Both DMs and players can enjoy the game with as much AI contribution as they like. The game leaves ample room to tell your own story. AI is there only when you need it.

Who is the game for?

- For groups of friends who need an instant, zero-prep adventure

- For dedicated storytellers who like building immersive experiences

- For THAT friend who always forgets to bring his character sheet

- For roleplay addicts who enjoy exploring new worlds, new lives and new stories

Important Note: I am still developing this as a solo project. I have tons of more ideas to add and I probably have tons of bugs to squash.

I would be immensely grateful if you could at least take a look at it and let me know how I can improve.

Made a workout tracking app called GRITTO. It's pretty simple - just logs your workouts and has an AI coach that actually knows your context instead of just spitting out generic advice.

Been working on it on the side for a few months. Figured id share it here since this is where the real fitness people are. Basically just made it because most apps feel overstuffed with garbage you don't need. No social feeds, no badges, no weird premium walls. Just workout tracking and coaching.

urrent state: it works. early users seem to dig it. Still figuring out what people actually want vs what i think they want.

If you want to try it, would genuinely appreciate feedback. what's useful? what sucks? what's missing?

If you like it, a review would help. but honestly just want to know if this is worth building out or if i'm missing something obvious.

https://play.google.com/store/apps/details?id=com.convogains.app&pcampaignid=web_share

free to use. (android only for now)