repoGitHubTrust 82 · PrimaryPublished 25d agoLive · 22d ago
Prism-Shadow/penguin-harness
🐧 Your Automated Agent Builder Lives on Your Desktop: The Best Self-Improving Harness
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 50%Training a harness for model-agnostic and task-environment-agnostic capability improvements with PyTorch-like framework [P] →
- PossiblePossibly related (embedding) · 45%Best AI 3D generator in 2026, breakdown after testing 5 tools →
- PossiblePossibly related (embedding) · 45%This is why we need local models and opensource harnesses →
- PossiblePossibly related (embedding) · 45%Harness Engineering →
Covers
newsTraining a harness for model-agnostic and task-environment-agnostic capability improvements with PyTorch-like framework [P]newsLingBot-Vision: masked boundary modeling for self-supervised pretraining (0.296 NYUv2 linear-probe RMSE at 1.1B vs 0.309 for DINOv3-7B, trails on ImageNet); weights in 4 sizes[R]newsBest AI 3D generator in 2026, breakdown after testing 5 toolsnewsThis is why we need local models and opensource harnessesnewsHarness Engineering
Related across the graph
newsTraining a harness for model-agnostic and task-environment-agnostic capability improvements with PyTorch-like framework [P]newsLingBot-Vision: masked boundary modeling for self-supervised pretraining (0.296 NYUv2 linear-probe RMSE at 1.1B vs 0.309 for DINOv3-7B, trails on ImageNet); weights in 4 sizes[R]newsHarness EngineeringnewsThis is why we need local models and opensource harnessesnewsBest AI 3D generator in 2026, breakdown after testing 5 tools