goodalgo.network

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 👇

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...

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...

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....

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....

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...

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...

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...

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...

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...

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...

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...

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...

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,...

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...

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...