Tech Skills

DevOps & Cloud

CI/CD, Docker, Kubernetes, AWS, GCP, Azure, monitoring and infrastructure as code

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Navigate the filesystem, manage permissions, and use pipes

Docker & Containers

Write a production-ready Dockerfile

Cloud Fundamentals

Deploy a web app on AWS EC2 or App Engine

Deploy a multi-container app on a k8s cluster

CI/CD Pipelines

Build a CI pipeline that runs tests on every PR

Infrastructure as Code

Provision a full VPC with Terraform

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MarkTechPost ☁️ DevOps & Cloud ⚡ AI Lesson 6d ago

Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon

Apple released container 1.0, an open-source Swift tool running Linux containers as lightweight virtual machines on Apple silicon. The post Meet container: Appl

ArXiv cs.AI ☁️ DevOps & Cloud 📄 Paper ⚡ AI Lesson 1w ago

A Topology-Aware, Memory-Centric Architecture that Separates Root-Cause Derivation from Root-Cause Explanation

arXiv:2606.20758v1 Announce Type: cross Abstract: Modern microservice deployments fail in ways that are easy to detect and hard to explain. When a fault propaga

Reddit r/MachineLearning ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago

GPU access in 2026 is still fragmented — is there a better market structure for compute? [P]

Anyone building at the model layer knows the procurement problem hasn't gone away. H100s are still allocated unevenly, spot instances get preempted at the worst

Lights Out, Systems On: Validating Instant Power Loss Readiness

Engineering at Meta ☁️ DevOps & Cloud ⚡ AI Lesson 4w ago

Lights Out, Systems On: Validating Instant Power Loss Readiness

We’re introducing Instantaneous PowerLoss Storm, a new testing paradigm within Meta’s infrastructure for handling and mitigating instant or zero-notice power lo

Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints

MarkTechPost ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago

Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints

Perplexity has open-sourced Bumblebee, an internal security tool it uses to protect the developer systems behind its search product, Comet, and Computer. Bumble