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ENGINEERING KNOWLEDGE BASE

Articles built for engineers.

Practical explanations, production patterns, architecture notes and implementation guidance across the connected engineering stack.

8 articles
AAOS1 min read

AAOS Architecture Fundamentals

A systems-level view of Android Automotive OS, vehicle integration and the engineering boundaries that matter.

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Data Engineering3 min read

Apache Spark for Production Data Engineering

A practical engineering guide to Spark architecture, PySpark pipelines, partitioning, performance, streaming and production operations.

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Embedded Systems1 min read

Embedded Linux Production Basics

A practical introduction to the layers that turn Linux into a reliable embedded platform.

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Kubernetes2 min read

Kubernetes Production Architecture: From Cluster to Platform

A practical reference for designing Kubernetes as an operable production platform rather than a collection of nodes.

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Big Data3 min read

Modern Data Platforms: Batch, Streaming and the Lakehouse

How Spark, Kafka, Trino, Airflow and open table formats can fit together in a modern data-engineering platform.

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Security1 min read

Security Engineering: Defense in Depth

A practical way to reason about security across hosts, networks, applications, containers and delivery pipelines.

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Linux1 min read

Linux Performance Troubleshooting: A Layered Method

A practical workflow for moving from symptoms to evidence across CPU, memory, storage, network and application layers.

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AI Engineering2 min read

RAG in Production: Retrieval Is an Engineering System

Why production RAG depends on ingestion, chunking, retrieval, evaluation, security and observability—not only an LLM prompt.

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