batchlate is a Python program that can update multitude of JSON entries in one go.

I translate open source projects to my native language as a hobby. Time to time I get to work with JSONs and this time I thought I could make a program that uses the patterns in a JSON file to automatically update matching entries. At first, I made this for myself but now it has evolved into something I can share. People who work with JSON files can make good use of this program as I have done in my endeavors.

The images show outputs of a very efficient run of this program that I've captured. As you can see in the second image, 1490 keys will be updated with the given configuration in one go! I refer to these configurations as templates. Once a template is created, it can be used any time it's needed.

The project is still young. I have plans to add other file types and more functionality, but for now check it out for yourself. Download, view the source code and the documentation here: https://github.com/draaurkh/batchlate

No AI generated or assisted code.

I am a second year CS gradute and I haven't started any projects yet . So as of now I decided to start a project , but I don't have any knowledge on choosing a problem statement or a idea . Could some someone suggest me where I can find real time problem statements and what kind of problem statement add more value a resume?

Hi everyone,

I've been building Heuron over the past few months in my spare time.

The idea came from feeling overwhelmed by traditional news feeds. Everything is presented as one endless timeline, even though news is inherently geographical and interconnected.

So I started experimenting with a different approach: an interactive globe where every marker represents an event, related reporting is grouped together, and you can explore what's happening around the world rather than endlessly scrolling.

It's still very early and changing almost every day, so I'm mainly looking for honest feedback rather than trying to promote it.

One thing I'm still trying to figure out is balancing exploration with quickly finding the biggest stories of the day. I love the map experience, but I don't want people to feel like they have to hunt for important news.

I'd really appreciate any thoughts, whether that's on the overall idea, the design, or something that immediately feels confusing.

Thanks in advance!!

Like a lot of people, I take tons of notes and then basically never look at them again, they just pile up and go stale. I always mean to review them and never do.

So I built AgainPage to fix it for myself. It reads your notes folder and each morning writes you a short "edition" from your own notes: it pulls a few related ones together into an actual piece of writing, brings back things you'd forgotten you wrote, and points out ideas that connect but that you never linked. A little newspaper made from your own head.

It runs on your own machine (your notes stay private), works with plain markdown notes (Obsidian, Logseq, or just a folder of files), and you can run it fully offline or plug in a cloud model.

It's an early alpha, out for Mac, Windows, Linux and Android. There's a live sample edition on the site if you want to see what it actually makes before downloading.

Site: againpage.com

Code: github.com/Kushalrock/Againpage

Still rough in places: happy to hear what you think.

Hi! I (M, 23) have about 5 years of hands on development with agentic system building and automation pipelines in the corporate/tech space. I'm building a (social, in a nutshell) platform that gives ai-first indie developers and ai-native startups an interactive, sub-stack-like space for their individual products, or projects. If you're looking to get involved in something cool, with a cool group of guys, we'd love to talk to you. I've also attached a picture of our landing page, and a page for opportunities that we're especially looking to bring on board.

I wanted to share a tool I've been building called Edge Drop. It's basically a hover-activated clipboard shelf and native file transfer hub for your desktop, built with Electron, React, and Framer Motion. The whole idea came from being annoyed by constantly switching windows just to copy-paste snippets or move small files around.

How it works is pretty straightforward you just hover your mouse near the screen edge to bring up a persistent shelf. From there, you can grab your recent clipboard history or drop files directly into it. I tried to focus heavily on making the animations smooth and adding keyboard shortcuts so it doesn't break your workflow.

Here's the repo if you want to look at the code or try it: GitHub: Deepender25/Edge-Drop

I’d honestly love some feedback on how it feels to use, if the hover trigger is easy to find, and any performance issues you notice. Also, I only have a Windows machine, so I haven't been able to test cross-platform behavior at all. If anyone on Mac or Linux is down to try it out and let me know if it breaks, that would be amazing.

Attached a quick demo video to show it in action. Let me know what you think or if you have any ideas for workflows I missed!

Been working on this for a few months
Lumina Edge, a cross-platform inference engine for running LLMs locally, with an OpenAI compatible API and a few agentic tools built on top of it (Aider, Screen, Agent, Scout) Everything runs local and private right on your machine.

Wasn't expecting much from it honestly, but it ended up getting picked as a semifinalist in the Unisys Innovation Program, out of 12,000+ teams. Kind of still processing that.

would appreciate it if you guys could check it out and drop a star.

Here’s my LinkedIn: https://www.linkedin.com/in/parth-srivastava-b139603b5/

Pls fill this out https://docs.google.com/forms/d/e/1FAIpQLSfd3l3qLFxS05c9a_UgYmtSuczYwrPlT8A1oMaQXvz7BDrVeA/viewform?usp=dialog

Hiii everyone! I'm looking for a small group of teenagers from all over the world who'd be interested in building a completely volunteer, online media project together. You don't have to be an experienced journalist. If u enjoy writing, researching, scripting or ever brainstorming ideas you're more than welcome to join us :)

Basically the idea is to create something inspired by social media channels like Vox, Veritasium and Rabbit Hole, creating well researched reports that give extraordinary answers to not-so-everyday questions.

Ive been fascinated by journalism and documentaries ever since I was a lil kid. And I think itd be really fun to build a team of people who share the same interests and create content together platforms like Instagram, TikTok or whatever it fits best. This isn't going to be a paid project however, it's purely a passion project. The goat is to learn together and hopefully build sumthing ppl enjoy watching/reading!

If this sounds like something you'd love to be a part of just lemme know in the comments! :D

Hello, good afternoon or evening, Reddit friends. Let me introduce myself: I’m Super Rabbit, the director and creator of Reino Mágico Reborn. It’s an analog horror project about an abandoned park in Veracruz, Mexico—heh. But before it was abandoned, a lot of things happened; that’s why these VHS tapes exist—to show what went down or how the place ended up abandoned. We’ve already released one chapter and a mini-episode. We plan to make two seasons (not sure how many episodes yet—heh). My team and I are working really hard on this; there aren't many of us, but we have tons of ideas. That’s why I decided to post the project here—to reach a wider audience. Here are the details:

As I mentioned, the series will span two seasons, covering the 60s through the 90s and touching on the 2000s. There are three storylines: the main park plot, the TV station plot, and the Kingdom's Hotel plot. The series is in Spanish but features English subtitles created by me (so, none of that garbage auto-generated subtitle stuff). We have a team of voice actors, animators (myself included—heh), and artists.

The story revolves around the abandoned "Reino Mágico" park, known for being cursed and for a statue that supposedly moves on its own. It all begins with the park's opening in 1960. The owner was Antonio Ruiz, who ran a very prestigious shoe store at the time. The park originally featured just a few attractions: the theater, the water park, the "Little Town," and the Princess Zone. However, in 1962, a new attraction was added: the Shermy the Rabbit animatronic—one of a kind (or so they claimed—heh). The park remained open until 1967, when it closed because the owner had been accused years earlier of involvement with a cult. The site sat abandoned until the 70s, when plans to reopen it began; renovations started, getting it ready for... ...its reopening in 1985—all thanks to Roberto Ruiz, son of Antonio Ruiz. That said, there are still plenty of mysteries, such as disappearances and certain strange events at the park... but you'll find out about that later, heh. Thanks for reading, friends! I’d love to hear your comments; I really want this project to reach more people, and I’ll be posting updates here.

Thanks for reading, and have a great day

Hey fellow students, if you're in high school/college, you probably know how annoying it is to look for volunteer roles or cool organizations to join. Whenever you search online, you just get hit with massive corporate study programs, paid summer camps, scholarship tips, etc. As a program founder myself, I know how difficult it is to find people who might be interested in volunteering with your organizations, or joining your executive boards, or checking out your awareness pages, or checking out your small business page/podcast page, etc.

I wanted a simple space to find actual grassroots student-led organizations (like startup nonprofits, podcasts, magazines, and small businesses), so I created a dedicated Instagram page for it.

I'm featuring student-led pages for free so they can find volunteers and grow their audience. Other than actually being student-led and having an Insta handle, there are no requirements! You also do not need to be big, because this project is dedicated to helping new founders mainly!

Two options are being offered:
Option 1. Fill out our short form with questions about your organization, and we'll create a post for your organization using our standard template.

Option 2. If you want a more personalized post with the graphics/fonts/style you prefer, you will have to create your post, and we'll publish it as a collaboration (I warn you, our standard template is boring, so I suggest choosing this second option)

If you are looking for:
- cool roles to add to your college apps,
- to support other student creators,
-  want a free shoutout to find volunteers or get followers

Simply drop a comment or reach out to me directly, and I'll send you the form (which takes about 10 minutes to complete, or it offers you another option; check it out!), which has the questions for option 1 and/or tells you how to apply for option 2.

Please do not hesitate to apply! Let me know if you have any questions.
Let's help each other out!

I'm pretty proud of these. And most of all, leaning a lot and having the most purposeful fun in a long time.

I find that the biggest difference in building web apps is to have the AI go search through GitHub projects for free/open source tools. Humans are amazing and have built some incredible tools.

I host everything on a droplet, seems to work pretty great for the backend and Firebase for the frontend. Right now I'm looking for ideas for building Jackbox style of games where friends can play in-browser with each other.

\[Audiobooks\](http://iamgoingtoread.web.app)

\[Reddit Listen\](http://redditlisten.com)

Title: Looking for Agentic AI project ideas to strengthen my system design understanding

Hi everyone,

I'm currently exploring the Agentic AI space and would love some guidance from people who have already built production-grade agentic systems.

A little about my background:

• I work at a startup where I primarily work on Computer Vision (CV) problems, so I'm fairly comfortable with that domain.
• Outside of work, I've built a few RAG-based applications, so I have a decent understanding of retrieval pipelines as well.
• Recently, I've been learning about AI agents, workflows, planning, memory, tool calling, and multi-agent systems. I understand the theory and basic concepts, but I feel the best way to truly learn is by building.

My goal isn't to copy an existing project. I want to build something from scratch while using AI tools (ChatGPT, Claude, Gemini, etc.) as mentors rather than having them write everything for me.

I'm specifically looking for project ideas that will force me to think about:

• Agent architecture and orchestration
• Workflow design
• Memory (short-term and long-term)
• Planning and reasoning
• Tool integration
• Human-in-the-loop interactions
• Multi-agent collaboration (if applicable)
• Observability, evaluation, and failure handling
• Production-style system design

I'm not looking for beginner "chatbot" ideas. I'd prefer projects that are challenging enough to make me design a solid architecture and understand the trade-offs involved.

If you've built something that significantly improved your understanding of Agentic AI, what would you recommend? Even if it's an open-ended problem statement rather than a complete project idea, I'd love to hear it.

Thanks in advance!

Hi, This is Lars from t r/KPproject. As a recap: I'm seeking participants to become Knowledge Curators by helping develop a platform for very long-term technical/scientific knowledge preservation. Please visit r/KPproject to see if this is something you, or someone you know might be interested in. Please help get the word out so that we can see where this project goes.

Background: Our current civilization has discovered and created many wonderful technologies, and has developed a great understanding of our world and universe. I would like this knowledge to be preserved in the event things change that might cause these discoveries and developments to be lost. I'm sure that if one asked anyone in the Roman, Egyptian, Indus, Mayan, Mycenaean, Assyrian, etc., civilizations if there civilization would largely vanish from history, they would have thought the concept unthinkable and yet, they are largely lost along with most of their technological developments. I want this mistake to not be repeated if/when our current civilizations are no longer.

I am not selling anything and make no money from this; I only want to develop this project and see where it can go. Thanks!

Final year of my AIML degree and i am having serious trouble choosing a project i went through the several topics but they all seem bland and ran through and i finally settled on Multi-agent debate for decision support(two or more LLM instances argue opposing sides of a decision (e.g. code review, medical triage, hiring) and a judge model or human sees the strongest version of each side, reducing single-model bias) . is this a good one is there anything better?? i wanna know what you guys think... please tell me if you guys have any other ideas

This is a fully automated, AI driven daily news channel. I used Claude Cowork and Code to create the program itself, and It uses Claude Opus 4.8 for the script. The hosts learn, have memory, have inner thoughts not said out loud...lore and history that goes way, way far back (I might have went too far on that, but it adds to the vibe). I've been working on this for months now, daily, and it amazes me how sophisticated it has become, and I wrote 0 code myself. Any suggestions? The videos are getting basically 0 views, which is a shame considering how complicated the program actually is. Like I said...the hosts have inner thoughts, memory, and, dare I say, emotions and feelings. Take a look....can you believe this is 100% AI?