
Vequil
Deploy AI agent teams to trade prediction markets
What it does
Vequil is a multi-agent prediction market trading framework. pip install vequil-sdk and deploy autonomous agent teams that scan Polymarket for opportunities, debate them with LLM analysts (bull vs bear), size positions with Kelly criterion, and execute with full audit trails. No learned models in the execution path. Deterministic signal rules. Every decision logged. Built by a prop trading firm. Now open to everyone.
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Launched alongside, April 2026
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Thought the resources for GPU arch were lacking, so here we are
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Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.
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Life & fun · Apr 2026 · sam-burns.com
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With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.
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