SYSTEM_READY
AI / Quant Finance / Systems
Research, engineering, markets and ideas from the intersection of artificial intelligence, quantitative finance and high-performance systems.
FEATURED_RESEARCH
Selected notes, research threads, and technical articles from the almanack.
They said the prompting has changed. I checked it, so you don't have to. Four coding agents running on a real WordPress feature produced smaller patches with detailed prompts, but took longer.…
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An educational guide to graph neural networks, why they fit connected financial markets, and how GNNs can be used in trading research with proper risk controls.
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After a month of rest, training, and distance from constant pressure, I felt cognitively fast again. The lesson was not simply that rest helps.…
Read ArticleIn an era of algorithms, autocomplete and AI, I am deliberately putting a notebook between my thoughts and the machine.
Read ArticleI have been going deeper into modern C++, and this week my focus is multithreading and concurrency. For trading systems, game engines, real-time applications…
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They said the prompting has changed. I checked it, so you don't have to. Four coding agents running on a real WordPress feature produced…
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An educational guide to graph neural networks, why they fit connected financial markets, and how GNNs can be used in trading research with proper…
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A practical explanation of neural network weights, why they matter during training, and how small, large, positive, and negative weights compare.
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EDITOR_SELECTION
After a month of rest, training, and distance from constant pressure, I felt cognitively fast again. The lesson was not simply that rest helps. It was that clarity depends on refusing to carry emotional residue into…
Read The Deep DiveABOUT_BEASTS_ALMANACK
Beast's Almanack is my working notebook for artificial intelligence, quantitative finance, algorithmic trading, software engineering and the systems behind modern markets.
I document what I learn, build, test and discover.
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Exploring the intersection of intelligence, markets and systems.