AI Engineering Process Tools

AI Engineering Process Tools

last update: 03/2025This catalog covers the essential known tools and platforms that AI engineers use to optimize workflows, accelerate development, and streamline ML operations. From fine-tuning optimization platforms like

AWS Security Specialist - Prep

AWS Security Specialist - Prep

Infrastructure SecurityYour team needs to provide access to a Linux instance shell using AWS Systems Manager Session Manager. The instance does not have Internet access. What is the minimum configuration

Container Security

Container Security

ChallengesTraditional tools aren't fit to secure containers (and kubernetes): too heavy handed such, e.g., EDR, vulnerability scanners, hostbased firewalls, network forensics, security analytics.Alternative dedicated lightweight tools are being

Posture Management

Posture Management

Cloud security posture managementWhat is it?Cloud security posture management validates your configuration in cloud environments (usually public clouds), it includes but not limited to: Auditing and monitoring of cloud

Best of AWS re:Invent

Best of AWS re:Invent

2020Zero Trust: An AWS perspective – Quint Van DemanTen easy and effective ways to secure your AWS environment – Becky WeissSecurity best practices the AWS Well-Architected way – Ben Potter2019CI/CD for serverless

Well-Architected Framework

Well-Architected Framework

AWS Well-Architected FrameworkDesign PrinciplesAWS...Cost OptimizationCost OptimizationPerformance EfficiencyPerformance Effi...OperationalExcellenceOperational...SecuritySecurityReliabilityReliabilityPerform OperationsAs CodePerform Operations...Annotate Documentation Annotate Documen...Make Frequent, Small Reversible ChangesMake Frequent, S...Refine Operations Procedures FrequentlyRefine Operations

Cloud Native Security

Cloud Native Security

Intro[TK] Reports Snyk - State of Cloud Native Application SecurityCloud Native Application Security Report | SnykNew research reveals 60% of organizations have increased security concerns since adopting cloud native. Read

Kubernetes (CKA/S) certifications

Kubernetes (CKA/S) certifications

⚠️ This information might have changed in newer versions of the certification examsIntroductionThe Linux foundation provides quite a few certifications and some of the most looked after are related to Kubernetes.

Docker

Docker

Getting startedImages are the blueprint to instantiate containers that are built, run, and distributed by the Docker Daemon, which used via a Docker Client and pull images from a registry