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Practical writing on integrated systems, data engineering and software that survives production.

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2 min read

Offline-first is not a feature, it is a requirement

If your system assumes a reliable connection, it is designed for a minority of your users.

  • Engineering
  • Africa
  • Mobile
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2 min read

Frontier model or open weights? A framework for regulated data

When patient records cannot leave the country, "just call an API" stops being an answer, and the model choice should never harden into the codebase.

  • AI transformation
  • Data protection
  • Architecture
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2 min read

What data protection law actually asks of an AI system

GDPR and the Kenya Data Protection Act are less about paperwork than about design decisions you make once.

  • Compliance
  • AI transformation
  • Security
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