Mambu Process Orchestrator, a white-labelled product built on top of the Corezoid low-code engine, had no documentation, but was already being used by clients. Some with highly complex workflows that were beginning to break in unexpected ways. The underlying technology was built by a Ukrainian company, who were under strain following the invasion by Russia in the same time period.
Solution
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Challenge
Document the command-line context as efficiently as possible, with little support from the developing team. Mambu CLI was in prototype and the team had no time to help me document the commands, flags, topics, and functioning of the CLI.
Solution
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Challenge
There was no documentation, except for a few Confluence pages put together by engineers. The challenge was to create a documentation site, create the processes and pipelines to maintain it, and to write the content.
Solution
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Wrote an initial style guide for other contributors.
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In the second quarter:
Got product coverage to 90%.
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Documented white-labelled products with internal customisations.
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Within the first year:
Published the documentation site publicly.
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Technical
- Doc Detective
+ Doc Detective
Docker
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Vale
- Zensical
+ Zensical
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Media
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+ Mermaid Created programmatic diagrams to explain complex interactions.
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+ Affinity Edited images and created PDF user guides for legacy clients.
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+ Da Vinci Resolve Edited video run-throughs for tutorials.
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+ Used Ollama to manage and run models locally.
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+ Created workflows to review drafts as reader personas.
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+ Experimented with Model Context Protocol servers.
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+ Used Krita to create simple AI-generated graphics locally.
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+ University of Cape Town Bachelor of Arts (Honours) History
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+ TreeHouse Introduction to Programming Using Python
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+ Berlin Writers' Workshop Creative Writing
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+ Coursera Building intelligent agents using DeepSeek and N8N