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Ask HN: My multi-agent financial sentiment architecture

Hello HN,I’m a college student building a financial intelligence terminal for personal use. The goal is to capture "whisper numbers" and sentiment shifts in social media before they hit mainstream headlines.I would love your feedback on the architecture and logic.The Stack:Backend: Python (PM2 managed)LLM: OpenAI GPT 5.2 for high level analysis + GPT-5-mini for news filter and market data collection (via API)Frontend: Next.js + Tailwind + RechartsThe Architecture (The interesting part)

Why isn't there a ChatGPT for social media

I wanted to know if there is any product that allow you to use plain text and input instructions like post this video to tiktok and then it posts it to tiktok and shows you analytics like comments and stuff, as they come in.... or is it a tarpit Idea ?

Show HN: Awaaz – revolutionary public opinion app for understanding society

We’re building a real-time mirror of collective thinking.Awaaz is a social insights platform where people anonymously vote on meaningful questions—about society, culture, relationships, work, politics, and everyday life—and instantly see how others think.No followers. No performative opinions.Just honest signals.Unlike traditional social media that rewards the loudest voices, Awaaz is designed for quiet truth: structured questions, genuine responses, and clear visual insights that reveal pattern

Show HN: FantasyDawg – Your Fantasy Football League Recap

I'm a huge sports fan and long-time fantasy football player. I recently launched FantasyDawg, a custom Year in Review website for your Sleeper league!Simply input your Sleeper League ID or username, and we'll generate a custom dashboard packed with fun stats, analytics, and visualizations about your season. (If your league doesn't use Sleeper, let me know which platform you use).Also, give the "Season Wrapped" feature a try. We'll generate a graphic, Spotify Wrapped

How to Position Yourself as a Video Influencer People Will Love

Do you feel like your marketing efforts are failing to authentically connect with your customers? Are you tired of handing your brand over to agencies that don't truly understand your voice or your business? In this article, you'll discover how to position yourself as a video influencer to grow your business and build genuine trust […]The post How to Position Yourself as a Video Influencer People Will Love appeared first on Social Media Examiner.

16 Absolutely Unhinged Celebrity Rumors That A Whole Bunch Of People Actually Believe

And to think, most of these spread before the rise of social media!

Members Of Congress Plead For Unity In Wake Of Shooting, Despite The Vitriol On Social Media

After a shooting injured a colleague, Capitol Police officers and staff, members of Congress in both parties came together Wednesday, calling for less heated rhetoric and avoided politicizing the attack.

"This Is The Most Authoritarian Post I've Ever Seen" — People Are Calling Out Donald Trump For His Latest Rant

Donald Trump's social media rants are starting to get exhausting.

Getting Twitter Handle Information

Without copying and pasting (pssst! You can get them from the API).

A news app isn’t a new homepage. It’s a social media account.

<b>With apps, it's more important than ever for news editors to consider their audiences' context.</b> That's why the values we apply to social media should be applied to apps.

A Reporter Apparently Found James Comey's Secret Twitter And Instagram Account, And He's Not Even Mad

James Comey dropped just a few hints about his private social media accounts, but that appears to have been enough for a <i>Gizmodo</i> reporter to find him.

Trump Bragged About His Giant Ballroom Again, And People Did Not Wait To Roast Him

"It will be a magnificent addition to the White House, the most important since the building of the West Wing", the president said on social media.

PETA Is Absolutely Ripping Kim Kardashian Apart For Giving Her Kids Individual Puppies For Christmas, And Here's Why

The organization said Kim is "rightly" being "slammed on social media," too.

9 Times Artists Clapped Back At The Trump Administration For Using Their Content In 2025

This administration has posted on social media all year like an angsty teenager.

People Are Calling Out The Things That Were "Ruined" When They Became Too Popular, And It's Wildly Accurate

"Pickleball started off as a relatively unknown sport that my husband and I discovered about 10 years ago. Now, the cost of equipment has skyrocketed and courts are jammed with people trying to become 'pickleball pros' on social media."

Top Tips to Prevent Carpet Beetles From Coming Back

You’ve finally managed to clear out the creepy crawlies from your rugs and closets, but the battle isn&#8217;t entirely won. The real challenge now is keeping them out for good. Carpet beetles are notoriously persistent pests that can wreak havoc on natural fibers, from your favorite wool sweater to expensive heirlooms. To protect your home from a re-infestation, you need a strategy that combines diligent hygiene with proven pest control solutions.Preventing these tiny destroyers requires consis

First Impressions Matter: How to Craft a Direct Mail Appeal That Donors Can’t Ignore

In an era dominated by digital communication, a tangible piece of mail can make a powerful impact. For nonprofit organizations, a well-crafted direct mail appeal offers a unique opportunity to connect with donors on a personal level. However, with mailboxes often full, your message has only a few seconds to capture attention before it ends up in the recycling bin. This is where strategic design and compelling content become critical. Partnering with professional direct mail services for nonprofi

How Spam Filtering Protects You from Phishing and Malware

Your email inbox is both a key communication hub and a major entry point for cyber threats. Every day, malicious emails aim to trick users into giving away sensitive data or installing harmful software. This is where spam filtering proves indispensable, working quietly to keep your inbox secure by blocking suspicious messages before you even see them. Understanding how spam filtering protects you is essential for maintaining online safety.This article explains how spam filtering shields you from

AI search strategy: A guide for modern marketing teams

Search no longer rewards keywords alone — it rewards clarity. Large language models now read, reason, and restate information, deciding which brands to quote when they answer. An AI search strategy adapts content for that shift, focusing on being understood and cited, not just ranked and clicked. Structured data defines entities and relationships; concise statements make them extractable; CRM connections turn unseen visibility into measurable influence. Clicks may decline, but authority doesn’

5 Reasons Why Restoration Content is Taking Over Social Media

You’ve been there. It’s 11:30 PM, you promised yourself you would go to sleep an hour ago, but you are currently paralyzed by a video of a stranger power-washing a 20-year-old deck. You watch the grey, weathered wood instantly turn back into a warm, honey-gold color as the sprayer moves across it. It is incredibly satisfying. You watch the whole thing, and then you watch the next one.Social media has evolved. While it used to be dominated by polished, filter-heavy influencers living perfect live