Hands-on write-ups and demo videos from the Sophron Networks engineering team. Infrastructure as code, GitLab CI, cloud data pipelines, applied AI, and public health data — plus the occasional company note.
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Sixteen Years of Spare Cycles
On January 7, 2010 someone here installed a BOINC client and joined World Community Grid. Nobody has turned it off since. Sixteen years, 30 years of CPU time and 17 research projects…
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Keep the Model at the Language Boundary: A Three-Gate Guardrail Design
A simulation that crashes is a bug report. A simulation that returns a plausible value from a parameter the model invented is…
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FOCUS in Practice: Making Commitment Discounts Measurable
The FOCUS specification normalizes cloud billing across providers. Here is what happens when you point it at a real enterprise estate: coverage,…
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Running an AI Agent Team on GitLab: What Actually Made It Work
Three agents, one repository, no shared memory. Notes on the parts that turned an autonomous coding demo into something we let touch…
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Sophron AI Chatbot
By Beijun Desai Introducing our latest innovation – an AI assistant chatbot designed to revolutionize digital interactions. Developed by Beijun Desai and…
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AI Basics
by Beijun Desai Hello, my name is Beijun, and today, I am going to discuss the basics of Artificial Intelligence. Everyone always…
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Book Pipe
Brandon Yau, Intern – 11/2021 Azure Data Processing Pipeline At Sophron.io we were given the task to create a pipeline that…
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Liquid Pipe
Beijun Desai, Intern – 11/2021 Project Name: Liquid-Pipe This project is one of the first big projects I worked on at…
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Morpheus Review
We have been testing out a new cloud management tool here at Sophron called Morpheus and I have to say that it…
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A few posts a year. No marketing, just engineering.
