Building ContextCRM, CLI tools, and practical automation systems from Calgary.
I like software that is useful on day one: local-first when it matters, simple to operate, and structured enough for both humans and agents to rely on.
- relationship and operator software
- CLI-first tools and local-first systems
- automation that reduces real workflow friction
- agent-friendly products with clean data and clear interfaces
- practical software over dashboard theater
- ContextCRM — local-first CRM for people who need to know who’s who, what happened, and what matters next
- cli-toolkit — everyday CLI utilities in Node.js and Python
- lightroom-vision-plugin — Lightroom Classic plugin for AI-assisted photo organization
- lightroom-vision-service — companion service for captions, keywords, and image analysis workflows
- mizoz.github.io — personal site and public project hub
I care about tools that help operators move faster without making the system harder to trust.
That usually means:
- explicit over magical
- local data over unnecessary dependence
- fast capture over bloated process
- systems that are easy to inspect, export, and keep running
- LinkedIn: https://www.linkedin.com/in/ahmed-m-82ba28169/
- Website: https://mizoz.github.io


