Welcome to the open source commons for the Hypertrial.ai Stacking Sats microproduct. Maintained by Trilemma Foundation, this repository is the gateway to making contributions to the product.
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Open Source
If it’s real, you don’t need to hide it.
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Bitcoin Is the Hurdle Rate
To beat Bitcoin, you must buy more Bitcoin.
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Proof of Performance
Let the performance speak for itself.
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As individuals, institutions, and even nations race to accumulate a mathematically scarce asset, we ask: How can we do better than dollar-cost averaging (DCA)? If Bitcoin is good, we want more of it. And yes — there are systematic, data-driven strategies that consistently yield more Bitcoin per dollar than DCA.
To find this initiative useful, you must first believe that accumulating Bitcoin is worthwhile.
If not, suppose — for the sake of contradiction — that it is. Then continue reading.“If you don't believe me or don't get it, I don't have time to try to convince you, sorry”.
— Satoshi Nakamoto
Designing optimal Bitcoin accumulation strategies should be a rigorous generalization of dollar-cost averaging. Without rigor, it's easy to produce degenerate strategies that lack statistical significance. So, we have defined a framework that constrains the space of valid solutions to reduce overfitting and eliminate spurious models. However, the resulting search space remains mathematically vast and difficult to navigate. This is why we have open-sourced the challenge — to invite technical talent around the world to contribute to a real-world Bitcoin quant problem.
📄 Read the problem statement here
⚙️ Dive into our mechanism design (how & why we designed the problem itself) here
| Path | Description | Link |
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| 🎓 University Capstones | Trilemma Foundation capstone projects hosted at leading STEM programs worldwide. | Jump to University Capstone Projects |
| 🔓 Contribute Open Source | Contribute to the main logic powering our microproduct via our stacksats python library. | https://github.com/hypertrial/stacksats |
| 🏆 Tournaments | Global, free-to-enter competitions. Prove your performance in public. | Jump to Tournaments |
Trilemma Foundation sponsors capstone, practicum, and internship projects with leading STEM programs around the world. Students contribute to open-source research, receive mentorship, and build a public portfolio of industry work.
Examples:
👉 View all partners or inquire about collaborating.
The stacksats Python library is the core logic powering our microproduct. It's open source, actively maintained, and designed for contributors of all skill levels.
This is your chance to:
- Contribute to production-grade code used in real-world Bitcoin analytics
- Work with modern Python development practices and tools
- Build your portfolio with meaningful open source contributions
- Collaborate with a global community of developers and researchers
👉 Start contributing to stacksats
Tournaments are equal-opportunity competitions where talent proves itself, and gets directly rewarded.
Past Tournament:
Stacking Sats: Strategy × Trilemma Foundation
July 16, 2025–August 8, 2025✅ Global, remote, and free to enter
✅ Backed by Strategy and Trilemma Foundation
✅ 20 universities competed
✅ $3,800 in prizes awarded
📢 Visit trilemma.foundation/tournaments to stay up to date with the latest tournaments