protuna
Optimization framework for AI-guided protein engineering
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GITHUB · launched Oct 29, 2026 · 54 upvotes (top 25%) · 0 views
Niche: computational biology and chemistry software · 119 launches, 7 in the last 7 days ▲ +17% · Explore this niche →
Category and tags
- Healthcare
- Model & infra
- B2B
- AI-native
- Hobby / open-source project
- active-learning
- bayesian-optimization
- bioengineering
- black-box-optimization
- distributed
- experimental-design
- +3 more
Visit website ↗ Source listing ↗
More like this: all 119 launches in computational biology and chemistry software →
Could you build this?
Partial The optimization framework code (Bayesian optimization loops, model interfaces, and experiment tracking) is vibe-codeable. Real protein-engineering value depends on domain expertise and labeled assay data that a solo builder lacks.
What it would actually take: The software side is Python with ML libraries for surrogate models, acquisition functions, and sequence encoders. The hard part is validated fitness data from wet-lab assays and a protein-engineering expert to design campaigns and judge results. Building something useful requires computational biology and ML expertise plus lab partners.
Competitors
Other products that read as similar to this one : 2008 launches clear the similarity bar, closest 8 shown.
Attention rank: #494 of 2009 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 365 days after the earliest competitor.
- 10x Science: Unlocking the future of drug development 🔑🧬 · yc · 2026-02-12 · 19 upvotes · similarity 0.72
- Mol-1 · github · 2026-10-26 · 205 upvotes · similarity 0.59
- protein-design-interactive-slides · github · 2026-10-21 · 59 upvotes · similarity 0.59
- claude-binder-lane · github · 2026-09-29 · 9 upvotes · similarity 0.58
- Biopharma Bench 0.1 – Evaluating AI on Autonomous Drug Development · yc · 2026-09-25 · 15 upvotes · similarity 0.57
- Atlas Discovery: AI-native pharma company · yc · 2026-07-24 · 7 upvotes · similarity 0.56
- Orikata Bio + Megure Labs, learning from evolution and mastering the art of folding proteins · yc · 2026-11-12 · 2 upvotes · similarity 0.56
- picofold · github · 2026-10-05 · 19 upvotes · similarity 0.56
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.