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Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

  • network-analysis
  • spatial-analysis
  • geographical-information-system
  • graph-neural-networks

Rich-powered CLI that breaks each HTTP request into DNS, connect, TLS, wait, and transfer phases with waterfall timelines, compact summaries, or metrics-only output.

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

XAsyncSockets is an efficient Python/MicroPython library of managed asynchronous sockets.

  • python
  • asynchronous
  • sockets
  • tcp

A python package to analyze the matrix fiber orientation and intensity around cells in fiber matrices (as a proxy for cellular forces).

  • imaging
  • microscopy
  • contractility
  • collagen