Posts tagged #ml-ops

• Pickle Is a CVE Factory; Type Stubs Are the Gate

  May 1, 2026

  Every ML project eventually loads a pickle file. This is a problem: pickle can execute arbitrary Python on deserialization. Here is how falcon-secure uses Python type stubs to make unsafe loads a static type error.

  #security #python #pickle #ml-ops #type-stubs

• 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