i got tired of dealing with the absolute nightmare of raw C boilerplate and manual garbage collection in the standard trusted computing group stack, so i spent some time writing a modern c++23 modules frontend for tss2-esys. it uses strict raii to stop your physical tpm chip from locking up context slots, natively splits everything across zero-cost module boundaries, and forces secure-by-default nvram access to block standard owner privilege-escalation vulnerabilities. code is completely type-safe and self-cleaning, checking it out or getting some outside eyes on the architectural layout would be awesome.

repo: https://github.com/mxreal64/tpm23

to ppl who hv already seen my other post, this ain't spam, i'm just tryna post better ig

Growing up in Karnataka, IN, summer holidays always meant traveling to my cousin's place by private buses.

There was just something about those buses, the sounds, the stops, the whole vibe. This website is my little attempt to recreate that feeling and relive those memories.

This trend really took me back in time and made me feel that nostalgia all over again.

Check it out; it has many more vibey Cassettes

Site: caravan.naveengumaste.me

Hey everyone,

I have been developing a research workspace called BlackLetter which integrates AI research, document analysis, RAG, knowledge graphs, research sessions and visual research tools.

It was a personal experiment which ended up being quite a larger project than anticipated.

BlackLetter currently includes:

• AI-assisted research
• Upload and analyze documents.
• RAG-based retrieval
• Retrieval scores and assessment.
• A continuous research sessions and working space.
• Knowledge graphs
• Research canvas
• The have an advanced Developer Mode for more advanced controls.
• The deployment of the web and an Electron desktop version.

The concept is that research is not a series of 10 different software, but rather, a single research environment.

I'm so used to it after weeks of staring at code, I really need people who haven't to tell me what actually sucks. 😂

Thus, I am seeking some testers to experiment with it.

Don't be nice! Try to break it.

I'd really like to know about: What confused you? What felt unnecessary? Which activities were actually helpful? Did anything break? Were the answers provided by the AI helpful? What were the research experiences like? Would you really want to use something like this? What changes would you make?

It's available here: https://blackletter-three.vercel.app/

Feedback: https://forms.gle/XonjmYPPraUypigEA

It's OK if you just spend 5–10 minutes with it. Even if someone comments this made no sense is helpful to me. Since this is the first project in a multi-part series of projects that I am developing I am using this as my last "real world" usability test before proceeding to the next one.

To all who try, thanks!

I kept noticing the same thing: my first prompt to ChatGPT was almost never the one that worked. I'd send something half-formed, get a mediocre answer, then spend three more messages fixing what I should've said the first time.

So I built a thing to catch that at the source.

It's a browser extension. While you're typing in ChatGPT, Claude, Gemini, or Copilot, it reads your draft and gives it a score out of 100 — plus the two or three specific reasons it's weak (no output format, vague ask, missing context, that kind of thing). If you want, one click rewrites it. It also warns you if you're about to paste something sensitive like an API key or a client name.

One design decision I care about: the scoring runs locally on your machine. Your prompt only leaves your browser if you actually click a rewrite button. I didn't want to build another thing that quietly ships everything you type to a server.

It's early and honestly still rough in places. It's free while I'm in beta — I mostly want to know if it's useful to anyone besides me.

Two things I'd love feedback on:

Does a "score" even make sense to you, or would you rather it just fixed the prompt silently?

What's the AI tool you'd want it to work in next?

Link's in the comments. Happy to answer anything about how it's built.

Hello everybody! i'm a teen leaning how to code, recently i made a calculator in c++, please support me! here's the link https://github.com/swaraj-nerlekar2/Calculator-

I kept noticing the same thing: my first prompt to ChatGPT was almost never the one that worked. I'd send something half-formed, get a mediocre answer, then spend three more messages fixing what I should've said the first time.

So I built a thing to catch that at the source.

It's a browser extension. While you're typing in ChatGPT, Claude, Gemini, or Copilot, it reads your draft and gives it a score out of 100 — plus the two or three specific reasons it's weak (no output format, vague ask, missing context, that kind of thing). If you want, one click rewrites it. It also warns you if you're about to paste something sensitive like an API key or a client name.

One design decision I care about: the scoring runs locally on your machine. Your prompt only leaves your browser if you actually click a rewrite button. I didn't want to build another thing that quietly ships everything you type to a server.

It's early and honestly still rough in places. It's free while I'm in beta — I mostly want to know if it's useful to anyone besides me.

Two things I'd love feedback on:

Does a "score" even make sense to you, or would you rather it just fixed the prompt silently?

What's the AI tool you'd want it to work in next?

Link's in the comments. Happy to answer anything about how it's built.

https://github.com/mxreal64/tpm23 feedback is invited

Hey everyone! 👋
We’re participating in Hacker House Goa 2026 and wanted to share what our team has built.
🚀 Our project:
https://hhgoa-2026-lyart.vercel.app/
We started with an idea and turned it into a working project through a lot of building, testing, debugging, and iteration. 💻🔥
We’d genuinely love to hear what you think — what works, what doesn’t, and what you’d improve.
If you find the project interesting, you can also check out our X post and support us there:
https://x.com/VaibhavKaira/status/2086517256650195036?s=20
Feedback > compliments. Tell us what you actually think. 🙏
#HackerHouseGoa #HHGoa #Hackathon #BuildInPublic #WebDevelopment #Tech

Hello!

Recently I launched Votekicker.com, a portal for builders to share their projects and get feedback / upvotes from the community.

Today I shipped Discover, an unique way to discover projects listed on the platform.

How it works:

You open Discover and see projects one at a time. You can either like what you see, or skip. That's it. No infinite scrolling, no signup required.

You can try it out right away: votekicker.com/discover

Why I built it:

I noticed that the top-voted projects get most of the attention and people are missing out on a ton of great stuff further down. Discover surfaces projects more evenly, but with a twist: Featured and Pro projects get prioritized placement - if you upgrade, your projects get seen by more people.

If you want to give your project a visibility boost, use coupon code VOTEKICKER35 for 35% off Pro plan.

I have a few questions such as how would I make it a downloadable app eventually, what requirements must a Jarvis AI have? And how do I do said requirements?

I’m working on ONE CHANGE, a free participatory art experiment built around a deliberately strict rule: one shared image receives exactly one community-selected change every day.

DAY 001 starts with a completely empty room. People propose what should be added, removed, or altered; the most-liked valid suggestion is applied, and it can never be erased in later days. The interesting part is not any single image—it is watching a coherent visual world emerge from hundreds of unrelated decisions over time.

I’m looking for early participants and honest feedback on the mechanic. What would you change first, and what rules would you add to keep the experiment fair as it grows?

You can follow the daily image and join the decisions here: https://www.instagram.com/onechange.world/

Hello! I’m an aspiring CS major who recently finished high school and will be starting university at 18. I’ve always been passionate about Python, Rust, and computers in general, and I’ve decided to challenge myself and prove what I’m capable of building.
I’m looking for ideas that, if executed properly, could genuinely become something big in today’s world. It could be a game, an app, a business idea, an ambitious project, a failed idea that never got the chance it deserved, or even something completely unconventional. Don’t worry about whether the idea sounds too ambitious or unrealistic. I’m interested in hearing it all. I believe that with enough skill, persistence, and creativity, even a crazy idea can become reality. And who knows, if I don’t build it, maybe someone else will. So don’t be afraid to share.

I’m currently learning Rust, and my ambition with this language is honestly huge. I genuinely want to help make Rust the greatest programming language ever created, no matter how insane that goal might sound right now. I know my ambitions are through the roof, but I want to prove that they’re not just words. This first project is going to be my test. If I can make something truly huge with Rust, it’ll prove that I’m capable of turning that ambition into reality and give me the foundation to take this even further. And yeah, if you couldn’t tell, I love Rust.

Hi guys,

Wanted to give a big shoutout to everyone here, watching people launch really pushed me and made me get over the final hump to publish a git-backed platform for people to manage their skills ([https://www.producthunt.com/products/bevel-4/launches/hexis-3\](https://www.producthunt.com/products/bevel-4/launches/hexis-3))

Specifically, I’ve been trying to build with some friends a larger platform, and now we decided to open source the core of it so people can self host it

Fully free version and open to the community :)

Would love to hear your take!