@goodalgo-network

trillion dollar idea: sports bar but just for situation monitoring with live X feeds, flight radar, a bloomberg terminal, and Polymarket screens

Still in beta, Polymarket already has best-in-class liquidity across virtually every category: pregame, futures, even in-play tennis. The depth is honestly absurd. Deposit $20, get free $50 with my code DOV50 Try trading on tonight’s game 👇

🚨BREAKING🚨 I just released the full report on Congress trading in 2025. Like every year since 2020, some politicians beat the market. Many had unusual trades. Some had huge gains. Here are the top political traders of 2025. https://t.co/p6NI4gNXIh

I'm a cardiologist. I've held dying hearts in my hands in the cath lab at 3 AM. And I need to tell you something that changes everything about how we prevent heart attacks. For decades, the entire field was built on one target: lower LDL cholesterol. Statins save lives — that's settled science. But…

Welcome to "Situation Monitor" > Global Activity Monitor > @tbpn livestream > Intel Feed > Tech/Finance/Politics newsfeed > Stocks/Crypto > @Polymarket predictions > Tech layoffs tracker > AI Race news > Is the Fed printer on? > Venezuela + Greenland https://t.co/t7…

I built a C++ terminal to scan Polymarket for automated wallets. The first one it flagged was making $152K per week. Account88888. 99% win rate. Over 11,000 trades. The script surfaced it in minutes. I spent three weeks writing a scanner that monitors wallet behavior across Polymarket. Entry patte…

i cancelled $2,000/month in trading subscriptions replaced every single one with open-source repos here's the full stack: 1. TradingView Pro ($30/mo) → lightweight-charts    14K stars. by TradingView themselves. 45KB. free https://t.co/Zj8BoF0kbj 2. Bloomberg Terminal ($2,000/mo) → fredapi + Cla…

A teenager in the United States started publishing software at 14 in 1998, built the entire online infrastructure for the Occupy Wall Street movement in 2011, joined Google as a software engineer, quit in 2018, and then spent five years writing a C library that does something the entire industry sai…

Someone on Reddit asked why they can't make money on Polymarket. The top comment had one word: distinct-baguette. No explanation. No link. Just a username. 47 upvotes. Thread deleted 2 hours later. I searched. Found the wallet. $441,263 profit. 26,293 trades. Joined October 2025. → Account: https…

Here’s the Tutorial of how to build your Arbitrage Bot for Polymarket $900 per day exact Formula. Feel free to bookmark while it’s public.

🚨 UNEXPECTED USE CASE FOR CLAWDBOT ON POLYMARKET someone plugged @openclaw into @Polymarket with $100 and let it trade 15-min BTC up/down markets overnight and woke up with ~$347 quick takeaway: > trades fully automated > scans X sentiment + news flow > reacts to volatility in real time > compoun…

Shipped a new thing: Polymarket Times 🗞️ A newspaper powered entirely by real-time prediction odds on @Polymarket. A front page where the headlines are dictated by global markets, not editorial boards. The future is finally priced in 🫡 https://t.co/DlKyE1FQvv

10 GitHub repos so good they shouldn't be free. 1. AutoHedge An autonomous hedge fund built in Python with four AI agents: a director generates investment theses, a quant validates them, a risk manager decides position size, and an execution agent places orders. Operates live on Solana. With 'pip…

10 repositorios de GitHub tan buenos que no deberían ser gratuitos. 1. TradingAgents Un equipo completo de analistas de IA que debate estrategias y ejecuta operaciones en mercados reales. 4 analistas en paralelo: fundamentales, sentimiento, noticias y técnico. Luego un gestor de riesgos y un agent…

Claude Code cannot read 300 files at once. So someone built a system that lets it control NotebookLM from the terminal instead. The results are wild. Here is the full workflow nobody is talking about: The Setup → Claude Code connects to NotebookLM via a command line interface → Claude searches Yo…

ClawdBot Assistant Prints $56,236 in a Week on Polymarket Recently I shared a simple guide on how to set up automation. Results are already here. Someone tested it for a week and made 2,590 predictions with $71,087 in total PNL. His profile: https://t.co/349hX1xbai ClawdBot auto-trades BTC/ETH…

How a Simple Formula Prints $100,000/Month on Prediction Markets This is the cleanest explanation of prediction-market arbitrage you will ever read. Bookmark this.

Nassim Taleb built his fortune by realizing that to survive wall street, you must be perfectly comfortable looking like an absolute idiot speaking to microsoft's top engineers, he shared the exact math from 1987 that built his empire: "it started with the crash in 1987. i realized that if you posi…

FINALLY! Public API Access for Polymarket US. Hopefully this will make the books much deeper.

Vibe-coded AI bot made $64K just by trading weather on Polymarket. It turned $197 → $7,342 on London temperature by using the right algo. The bot scans weather markets for under-priced odds <10¢ and compares them to data from Tomorrowio API. Full logic of such bot: 1) Scan weather market on Pol…

Prompt:: Audit and refactor the entire codebase as a senior full-stack engineer and SEO architect with the explicit goal of safely scaling to 100,000+ programmatic SEO pages. Design a programmatic SEO system built on structured data that enables scalable page templates, dynamic routing, and unique…

I can't believe people do not know you can build hedge fund level trading strategies using AI completely from scratch. This paper shows exactly how top quants combine AI with real market data to build strategies that actually prints. Bookmark this before someone takes it down. https://t.co/BvOn9RC2…

I found 12 free GitHub repos for trading on Polymarket… Here is everything you need to automate and make your trading easier: 1. The largest Polymarket dataset with over 36 GB of real trading data, based on more than 72 million trades, analyzed by a Coinbase developer. GitHub: https://t.co/qkoF6…

Moltbot can now use Browser Use Skills! Here's Moltbot predicting the future with Polymarket and Kalshi skills 🔮 Browser Use Skills reverse engineer APIs to turn 30s browser workflows into 2s tool calls. We gave Moltbot: > Access to the Browser Use Skill Marketplace > Skill cloning and execution…

# Acquired Podcast To Book Prompt **Your Role & Mission** You are my executive assistant helping me transform a long Acquired podcast episode into a compelling written chapter for a physical book I'm creating. Think of yourself as a skilled ghostwriter who listens to the entire episode and crafts…

14 YouTube Channels That Can Teach You More Than College 1. Cybersecurity - John Hammond 2. Artificial Intelligence - Andrej Karpathy 3. Web Development - Traversy Media 4. Python - ArjanCodes 5. DevOps - KodeKloud 6. Cloud Computing - Google Cloud Tech 7. Data Analytics - Alex The Analyst 8. Digit…

100 free resource websites that should be illegal. 12 categories. all free. all legal. links in the repo, comment below media & downloads 1. cobalt tools — download any social media video 2. https://t.co/e5YtgqRx2b — find streaming locations for any content 3. https://t.co/0xp2iuZmAk — access any…

JPMORGAN OPEN-SOURCED THEIR INTERNAL PYTHON TRAINING used to train jpmorgan's own business analysts and traders now it's sitting on github with 13.2k stars, open for anyone ▫️ intro to numerical computing in python ▫️ data visualization with financial datasets ▫️ real financial data (iex cloud)…

Built my own arb bot for Polymarket. Does it work? Here’s everything u need to know. Recorded this video two days ago, u can see the latest tests that Claude ran. What’s the idea? If at any moment on Polymarket YES price + NO price < 1.00, that’s guaranteed profit. The bot: - automatically scan…

Prediction markets are no longer one mechanism, they’re becoming a design space. over the next few weeks, I'll break down 7 prediction market primitives, one by one: 1. Binary Markets 2. Event Contracts 3. Scalar Markets 4. Decision Markets 5. Multiverse Markets 6. Information Markets 7. Continuous…

@Polymarket 👉 https://t.co/jA0jMNavOA https://t.co/WPWCOuJiUR

A few days ago, a surprisingly deep paper on Polymarket market microstructure was published. In it, Philipp D. Dubach highlights one very interesting idea: “Reconstructing true market state from realtime feeds is significantly harder than it looks.” There is far more infrastructure hidden behind a…

If you ignore studying AI Agents in 2026, you’re voluntarily choosing to play Dark Souls on permadeath mode. Hermes + Polymarket agent setup, TL;DR ↓ https://t.co/oGc4zxkiyG

POLYMARKET INSIDER TRACKER: I built an insider detection tool for @Polymarket. It maps every wallet betting on a market, flags coordinated clusters and shows you real onchain positions in one click. Launching: https://t.co/XQ5Z7akOUy Pick any market and: > See every whale, insider and sybil…

Some observations from referring 63 founders to @alliance, maybe helpful for others: 1. Too many people building prediction markets still, what you think is a novel company is a weekend feature for incumbents who've raised a billion dollars and already have distribution. 2. Too many perp dexes and…

mngr: programmatically manage 100s of claude code sessions in parallel 🤖 open source today. lets you do things like: — for each open GitHub issue, create a PR — for each flaky test in the past week, fix it — for each rule in style guide, scan codebase & fix all instances runs any agent: @claudea…

The word "algorithm" is literally one guy's name. Muhammad al-Khwārizmī, a Persian mathematician from 780 CE, wrote a book so influential that when it was translated to Latin, his name became the word "Algoritmi." 1,200 years later, that same concept powers every AI tool you use. Here's why this…

spend 5 minutes daily creating content that books 10+ calls weekly the secret is context-engineered AI that knows: - your business positioning - your ICP psychology - your brand voice - platform-specific patterns not chatgpt generic garbage the problem with most AI content: you prompt for 30 min…

Gaming will make a huge comeback in the next years due to the amount of volume/liquidity in prediction markets. Esports markets on Polymarket are going to be huge.

Great essay. My takeaways 1) Esports is an underserved prediction market vertical. If you're building this my DMs are open. 2) Weather bettors really like the weather, but retention was lower (strange?), indicating solving something as part of that market structure or building a better weather pr…

CLOBS are failing prediction markets on polymarket and kalshi, the long tail market doesn't exist because the market makers can't/won't provide liquidity for them which is why polymarket and kalshi both concentrate activity in a handful of flagship categories; most of their thousands of listed m…

Parlays on prediction markets sound simple on the frontend. But on the seller side, they create a bunch of hard microstructure problems: collateral, pricing, hedging, risk management etc. This article covers one of the first problems we’re tackling at Totalis: reducing MM collateral requirements wi…

new generation of sports prediction markets isn't a marketing reframe, it's a completely different infrastructure underneath peer-to-peer order books, on-chain execution, micro markets and a bunch more @Novig: $4b annualized @predofficial: sub-200ms on base @Underdog: pivoted out of fantasy and cu…

for years prediction markets have been asking which mechanism wins lmsr or clob amm or parimutuel bonding curves or order books the more interesting answer is increasingly: all of them the next primitive isn't a new mechanism, but it's composition each primitive doing the one thing it's best at…

we're in the first chapter of prediction markets: the infancy phase the real evolution is prediction markets becoming the risk engine underneath finance (mostly how i see it) one of the problems in defi lending is that everything is overcollateralized (you deposit $150 to borrow $100). it works bu…

This 17-minute lecture will help you understand how information spreads among people even before professional traders on Polymarket start to take it into account If you find out about something from the headlines, you’re probably already too late. The speaker clearly explains why relationships, tr…

We have 90+ concepts in prediction markets, all getting leveraged by builders to build something new. Parlays are one of my top 10. Most people think of them as a degen lottery ticket but that's wrong. A parlay is a bet on correlation: do these move together. Why it's cool? a sportsbook prices e…

Interesting to see the heat coming from @mattkalish against Kalshi, and PMs generally. Overall: I think his take is mostly warranted / accurate, prediction markets are early, both as apps and as a category. Especially in the case of sports books as a competitive product, predictions offer only m…

I believe this article can act as a North Star for builders and contributors in PMs especially if you’re looking to build novel prediction markets products without having to directly compete with polymarket and kalshi this is solid work @netrovertHQ

the next breakthrough in prediction markets is not choosing the right mechanism. it is combining them across a market’s lifecycle each phase uses the mechanism best suited for that stage

most people on polymarket are betting on outcomes the sharpest traders are betting on market inefficiencies big difference the 4 edges i keep seeing go underused: 1. information speed 2. probability mispricing 3. market making / liquidity provision 4. trading against emotional retail flow…

That's a wrap! Over the next 24 days, I'm sharing my top 24 algorithmic trading concepts to help you get started. If you enjoyed this thread: 1. Follow me @quantscience_ for more of these 2. RT the tweet below to share this thread with your audience

how to exploit price shocks in the 2026 world cup markets on Polymarket I will have to give this another read but i can say the viability of the strategies discussed here depends on how liquid the markets are but this is good work from @RohOnChain highly recommended

the real moat in prediction markets may not be liquidity it may be the ability to identify calibrated people before the market realizes they’re calibrated because once someone is publicly “sharp” > their edge compresses fast > their positions get copied > their signal gets priced in > their infor…

Probably 10x better than any of the eduslopppp bullshit you'll find in the 15 min threads with 2k bookmarks that have been put out in the past year truth be told. The best way to learn will always be to just sit down and read and reread and reread again https://t.co/Rz14zg9OdL