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A tool and python library that helps when interfacing with Ansible directly or as part of another system whether that be through a container image interface, as a standalone tool, or as a Python module that can be imported. The goal is to provide a stable and consistent interface abstraction to Ansible.

40K, small memory footprint, single binary that run list of commands in parallel and waits for their termination

DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.

  • benchmark
  • calibration
  • decision-making
  • evaluation

🎲 Dotflow turns an idea into flow! — Lightweight Python library for execution pipelines

  • etl
  • etl-framework
  • etl-pipeline
  • python