ENGINEERING NOTES & IDEAS

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Research, technical explorations and practical perspectives on infrastructure, reliability and intelligent systems.

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Latest articles.

Ideas worth testing, questions worth asking, and engineering lessons worth sharing.

CPULATENCYQUEUE DEPTH
KUBERNETES · FUZZY LOGIC

Fuzzy Logic for Kubernetes Autoscaling

Exploring a multi-signal, uncertainty-aware alternative to hard-threshold scaling decisions.

Mamdani inferencePythonscikit-fuzzy
AWSGCPDISASTER RECOVERY
CLOUD & RESILIENCE

Multi-Cloud Disaster Recovery: The Good, The Painful, and The “Why Didn’t We Think of That?”

A practical look at cross-cloud recovery architecture, replication, failover and the operational trade-offs that appear during real incidents.

KUBERNETESCOST OPTIMIZATION
KUBERNETES & INTELLIGENT AUTOMATION

Cutting Kubernetes Costs: Building a Smart Traffic-Aware Auto-Scaler for Idle Applications

How traffic awareness and application-level idle timers can help reclaim capacity without treating every workload as permanently active.

FUZZY LOGICDEVOPSAI
KUBERNETES & INTELLIGENT AUTOMATION

Fuzzy Logic in AI-Driven DevOps Automation

Using approximate reasoning to make adaptive infrastructure decisions from multiple imperfect operational signals.

DOCKERRUNTIME SECURITY
DOCKER & CONTAINER INTERNALS

Locking Down the Docker Daemon: Essential Security Practices

A focused entry point into the security implications of Docker daemon access and host-level container management.

LINUXNAMESPACES
DOCKER & CONTAINER INTERNALS

The Power of Namespaces: The Pillars of Container Isolation

Exploring the Linux isolation primitives that make containerized processes appear independent of their host and neighboring workloads.

DOCKER-IN-DOCKERCI/CD
DOCKER & CONTAINER INTERNALS

Understanding Docker-in-Docker Architecture: Is it Good or Bad?

Evaluating the usefulness, complexity and security trade-offs of nested Docker workflows in development and CI pipelines.

LINUX KERNELCONTAINERS
DOCKER & CONTAINER INTERNALS

Traversing the Depths: The Kernel Dance of Docker Containers

Understanding how Docker relies on kernel features for process isolation, resource control and filesystem behavior.

DOCKERIMAGE SECURITY
DOCKER & CONTAINER INTERNALS

How to Secure Docker Image

A container-image security topic focused on reducing risk in the artifacts used to build and ship applications.

Nine articles across cloud resilience, intelligent scaling, Docker and Linux internals. Select a topic to explore.