My topic:Livestream & VTuber Hi, I saw online that IRL LiveStreaming is one of the hottest niches for some time now, but it is also the most dangerous one. I saw multiple videos of streamers being intimidated, provoked and even harassed. This is not about streaming, its about humans feeling safe. Today, in 8 full focused hours I put the pillars of the project PulseOS. It gives updates to the creator about: -Idle: basic state -Notifications : ex: one new paid subscriber -Ai-Summaries: ex: summary of the last 5 minutes of the live-chat energy -Critical-Alert: ex: someone is following a creator, the chat is typing more than the usual flow of messages->activates triggering automation->creator sees what the chat is talking about I projected this idea with 7 pillars, so here are the next 3, which I sacrificed for this demo, to be able to do the 4 pillars as intended. The other 3 pillars: -Stream health: ex: camera battery %, temperature of CPU -Focus mode: ex: when streamer is serious, notifications are subtle almost non-existent for that time -Achievement: ex: 1000 followers in the past month, 12 hours live in the past 3 days I got around the paywall and prototyped a flux on notification with Make.com on HTML with POST Requests with the help of Ably. Rive App Link:https://editor.rive.app/file/pulseos/2491853?linkId=2t4qGJlgK0GkdLA8qFPpDw X link:https://x.com/ydgsgiwhs/status/2085972264185409606?s=20

future note, you can "share" a file on the rive freeplan by making a copy and putting it into the 'Shared Project', then in the file using the invite button in the top right to get a link. I say a copy because once you put a file in a shared project you can't move it back to a...

I designed and built an AI Web Research Agent using Python, Streamlit, OpenRouter-compatible APIs, DuckDuckGo search, Requests, and Trafilatura. The workflow creates targeted search queries, gathers and ranks results, reads available webpages, preserves source URLs, distinguishes fully fetched pages from search-result-only sources, and generates a structured Markdown report. I also created the interface, live activity feed, quick demo prompts, source-quality labels, verification-limit section, and downloadable report experience. The output is designed as a research draft that remains subject to human review.