Hello! I am on the way to make habit building easy, without turning life in a spreadsheet or demand endless input (like many other apps). Check out the product at www.3lights.app Feedback is more than welcomed! The simple habit builder , one light at a time, 3lights.
I m building AletheionAGI, a grounding enforcement layer for AI agents and RAG systems.
The goal is simple: let AI use memory and retrieval, but do not allow unsupported or unauthorized claims to pass through.
Aletheion sits between retrieval/evidence and the final answer and checks whether the available evidence actually supports the claims being produced. If support is insufficient, it can fail closed.
I recently ran the same frozen black-box protocol against:
I launched Voxonate.io today. The AI Voice Generator tool that packages AI TTS with DSP pipeline. Now you can create infinite voice designs like a pro DSP engineer , with the ease of AI prompts. Generate voices
ive been building a bare metal arm operating system from scratch for the past 3 months and recently got it to run doom entirely on qemu
Right now it has its own bootloader mmu virtual memory preemptive multitasking memory allocators filesystem support hardware timers and a graphical environment
Im at the point where I want to take the project beyond just being a learning os and make it closer to something that demonstrates real firmware and systems engineering
Id love feedback from people here who have worked on operating systems embedded systems or firmware
I've been building an AI that handles WhatsApp conversations for independent medical and dental clinics answering questions, quoting treatments, booking appointments, sending reminders.
The hardest design problem hasn't been the scheduling logic, it's been deciding exactly when the AI should stop and hand off to a human. Right now it escalates on anything sensitive or outside what the clinic configured, but I keep second-guessing where that line should sit in a trust-sensitive space like healthcare.
For anyone building agents in health, legal, or finance: how do you draw that line? Hard rules, confidence thresholds, or something else?
(Happy to share a quick demo in the comments if anyone's curious how it works in practice.)
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I built ScreenGlimpse because I record a lot of quick demos and bug reports, and I was tired of two things: recordings that don't show where I clicked (so I end up narrating "click the button in the top right, the small one"), and tools that quietly upload everything to their cloud the moment you stop recording. ScreenGlimpse does one thing: it highlights your cursor and zooms in automatically every time you click, live while you record no editing pass afterward. Everything happens on your device. Nothing is uploaded unless you choose to send the file yourself. Free tier (Glimpse) is unlimited local recordings at 720p, no account needed. Focus tier ($7/mo or $70/yr) unlocks 4K and removes the watermark, and Forever ($130 once) if you'd rather not subscribe to anything. Windows, macOS, Linux, and a browser version if you just want to try it without installing anything: https://screenglimpse.com Would love feedback, especially from anyone who's used Loom/Screen Studio/Camtasia and hit friction with the cloud/subscription side of things.
