NANikhil Adithyaninfreecodecamp.org·5d ago · 31 min readHow to Analyze Insider Transactions with Python: A CEO Buying Case StudyWhen a CEO buys shares after their company’s stock has fallen hard, it's tempting to read the purchase as a vote of confidence. The person running the business knows more than the average investor, so00
GGlassboxtraderinglassboxtrader.hashnode.dev·5d ago · 3 min readEvery 'Pro' Risk Technique I Tested That Did NothingPart 7 of an honest build-in-public series — the wins, the dead ends, and what actually works. Previously: I Simulated 30x Leverage So You Don't Have To (It Went to Zero) There's an endless supply of00
RPRaj Pandavinrajpandav.hashnode.dev·Jul 12 · 5 min readHow I Built an AI Trading Agent Using n8n, OpenAI, Live Market Data, and NewsMost AI automation projects I come across follow a familiar pattern. Someone builds a chatbot, automates Gmail, or connects WhatsApp with ChatGPT. These are great projects for learning the basics, but00
Zzubairlearntechinzubairlearntech.hashnode.dev·Jul 9 · 5 min readArchitecting a High-Performance Solana Web Terminal with Next.js, Privy, and JupiterBy mid-2026, Solana has completely solidified its position as the undisputed hub for high-frequency on-chain trading. With the ecosystem processing transactions in under 400 milliseconds and the netwo01Z
Wwudwerdininteldesk.hashnode.dev·Jul 10 · 4 min readBuilding a geopolitical signal desk: AIS corridor pressure, multi-source price cross-validation, and corroboration logicI am an energy and macro trader, and I built a real-time geopolitical decision desk because I was tracking Iran, Hormuz shipping and OPEC-adjacent moves out of a dozen browser tabs with no reliable wa00
GGlassboxtraderinglassboxtrader.hashnode.dev·Jul 10 · 3 min readI Simulated 30x Leverage So You Don't Have To (It Went to Zero)Part 6 of an honest build-in-public series — the wins, the dead ends, and what actually works. Previously: Running Local LLMs on a Potato: AI on a 6 GB GPU Every new trader hears the same whisper: le00
TFTokens Forgeintokensforge.hashnode.dev·Jun 27 · 3 min readCheap AI model tokens need fallback accountingCheap AI model tokens are attractive because the first promise is simple: pay less for access to the models people already want to use. But the promise breaks down if the gateway cannot explain what h00
GGlassboxtraderinglassboxtrader.hashnode.dev·Jun 23 · 4 min readI'm Building a Trading Bot in Public — And I'll Tell You Everything That Doesn't WorkYou know the genre: trading bots that promise easy, hands-off riches. Screens full of green candles. A ticking timer telling you to buy now. This is not one of those. I'm building a trading bot out in00
PTPug The Puginrealmarketapi.hashnode.dev·Jun 21 · 2 min readReal-Time XAUUSD Price Tracking Using Node.js and WebSocketsGold is one of the most actively traded assets in the world. Whether you're a trader, investor, or developer building financial applications, having access to real-time gold prices is essential. In th00
AMArchit Mittalinautomate-archit.hashnode.dev·Jun 20 · 6 min readStock Screener Automation: How a Trader Replaced ₹47K/Month Advisory with a Python Script₹47,000 every month. That’s what my friend Rohit was paying a fund advisory service to tell him which stocks matched his criteria. Six filters — RSI below 40, volume spike above 200% of 20-day average00
