Posts tagged #tooling

• The Five-Minute Daily Drift Check

  May 10, 2026

  Solo research programs drift one small exception at a time. Three shell commands, run daily, catch the most common protocol violations before they compound into reproducibility failures.

  #ml-research #methodology #research-operations #tooling

• The Dual-Emit Paper Pattern: Data-Driven Manuscripts

  May 2, 2026

  How to build 'data-driven papers' that emit LaTeX macros and microsite JSON simultaneously to ensure 1:1 parity.

  #engineering #research-ops #tooling #latex

• HF-Streaming for Large Artifacts: Scaling ML Research

  Apr 22, 2026

  Implementing HFStreamUploader to bypass local disk limits for >100MB artifacts using safetensors and io.BytesIO.

  #engineering #ml-ops #tooling #huggingface