ABG Compute Lab

Open science on sovereign hardware. Every analysis is reproducible,
every dataset is public, every result is timestamped.

Browse community research, data, and validation results below. Everything here is openly visible — the science speaks for itself.

Science & Results

Community research, validated pipelines, and benchmarks.

16S Pipeline Validation 37 checks — full DADA2-class pipeline validated against published references

Python vs Rust Benchmarks CPU and GPU performance comparisons on real bioinformatics workloads

Paper Reproductions 70+ published papers reproduced with quantitative parity checks

Science Validation Dashboard 235+ automated checks across 11 bioinformatics workloads

Getting Started

Orientation for new members and the broader community.

Compute Environment Available kernels, workspace layout, package installation guide

Data Registry Shared datasets — NCBI accessions, reference databases, calibration benchmarks

Infrastructure

Security posture and platform health — all transparent.

Security Validation darkforest v2.0 — 179 PASS, 0 FAIL, 6 DARK_FOREST

Dark Forest Report Full auditable security report