Cloud, API & Security (page 4 of 8)
APIs, platforms, Kubernetes, identity, and defensive practices for serious systems.
- Cloud Cost Optimization: AWS vs Azure vs GCP (2025 Comparison)
Practical cost levers across compute, storage, networking, databases, and managed services. FinOps workflows, budgets, alerts, tagging, and unit economics.
- Cloud Migration Strategies: Lift, Shift, and Refactor (2025)
Assessment, wave planning, landing zones, migration factories, and refactor patterns with success metrics and risk controls.
- Compliance Automation: SOX, HIPAA, GDPR in DevOps (2025)
Shift-left compliance with policies as code, evidence collection, auditor-friendly dashboards, and automated controls across CI/CD and runtime.
- Docker and Kubernetes for Developers: 2025 Best Practices
From Dockerfiles to Helm: images, security, resource requests, autoscaling, observability, and cost controls for developers.
- GitOps with Argo CD and Flux: Deployment Strategies (2025)
Git as the source of truth for Kubernetes: repositories layout, multi-env promotion, progressive delivery, and ops playbooks with Argo CD/Flux.
- GraphQL Federation for Microservices and API Gateways (2025)
Designing federated GraphQL: subgraphs, schema composition, ownership, caching, persisted queries, and deployment patterns.
- Incident Response Playbook for Security Breaches (2025)
IR phases, roles, runbooks, forensics, communication templates, tabletop drills, and post-incident improvement loops.
- Kubernetes Cost Optimization: FinOps Strategies (2025)
Reduce K8s spend with rightsizing, autoscaling, bin-packing, spot, requests/limits hygiene, and unit economics dashboards.
- LLM Observability: Monitoring, Tracing, and Cost Control (LangSmith, Helicone)
End-to-end LLM observability: traces, metrics, logs, cost attribution, evals, SLAs—using LangSmith, Helicone, OpenTelemetry, and homegrown pipelines.
- MLOps Deployment: Serving, Versioning, and Monitoring (2025)
Production ML guide: model serving patterns, versioning, feature stores, canaries, drift detection, observability, and CI/CD templates.