07 / Journal

Thoughts from buildingreal AI systems.

Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.

27
Articles published: 17
Topics covered

01 / Latest

Fresh from the desk.

Artificial IntelligenceJune 6, 20247 min read

Introduction to Custom Machine Learning Models

Machine learning is a rapidly evolving field that offers endless possibilities for various industries. With new research and advancements being released regularly, it's now possible to leverage state-of-the-art machine learning models for your own data and applications. This article will guide you through the process of customizing machine learning models to suit your specific needs,…

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02 / All articles

Everything I’vewritten down.

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2 articles of 26

DevOpsSeptember 23, 20237 min read

Challenges and Best Practices in Docker Container Security

Docker Security: A Comprehensive Guide Docker containers have become increasingly popular in recent years, but with this popularity comes increased security concerns. Containers are more complex than traditional virtual machines, and securing them can be challenging. In this article, we will discuss the importance of Docker security, the reasons for the complexity of Docker containers,…

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DevOpsSeptember 22, 20236 min read

Exploring Kubernetes Observability: A Comprehensive Tutorial Series

In our second installment of the Kubernetes Observability tutorial series, we'll dive deep into monitoring all facets of your applications operating within a Kubernetes environment. This includes a comprehensive examination of the following: Ingesting and analysing logs performance collection and health metrics Monitoring application performance with Elastic APM To aid us in this endeavor, our…

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