Learn by doing / build real instincts
Build the instincts behind production systems.
Interactive labs for the systems between a packet, a commit, and a production rollout. Practice Networking, AWS, Security, GitOps, and Containers directly in the browser.
Route trace
From commit to subnet
- Commit01
Branches + CI/CD
- Secure02
Scans + policy gates
- Package03
Docker + Helm
- Orchestrate04
AWS + Kubernetes
- Route05
VPC + production subnet
Curriculum lanes
Choose your lane
Start with the system you want to understand, then follow the connected path into production.
Networking & SubnetLab
Master IP binary math, CIDR subnetting, VLSM design, VLAN trunking, IPv6, NAT, and Wireshark PCAP packet analysis across 23 hands-on labs.
AWS Cloud Architecture
Design production VPC subnets, IAM least-privilege policies, S3 bucket security, ECS/EKS container clusters, and Lambda serverless flows.
Cybersecurity & AppSec
Explore SAST/DAST, OWASP Top 10, secrets management, WAF and TLS hardening, threat modeling, IAM, API security, Zero Trust, incident response, SIEM, SBOM supply chains, container security, cloud posture, and privacy compliance.
GitOps & CI/CD Automation
Simulate Git branching strategies, build GitHub Actions pipelines, calculate SemVer releases, and practice Blue/Green and Canary deployments.
Docker & Kubernetes
Optimize multi-stage Dockerfiles, generate Compose stacks, inspect K8s Pods, Services, and Ingress routing, and manage ArgoCD GitOps sync state.
ML Foundations Lab
Learn machine learning from the math up: functions, linear algebra, derivatives, integration, probability, and core ML/neural-network concepts, each with a live interactive playground and a gated quiz.
Curriculum map
Trace the learning path
Follow the recommended progression from code to production networking.
Recommended sequence
Choose a track below. Each step connects the engineering workflow from code to production networking.
Select a track to inspect
Arrows show recommended progressionChoose a track
Select a track to see its focus areas, recommended sequence, and a direct link into the labs.
Reference route
End-to-end production path
Modern cloud software moves through a synchronized sequence — from developer commits through security gates, container packaging, cloud orchestration, and finally across production network subnets.