Running Docker without orchestration is manageable at 3 services. At 8 or more, it becomes a reliability and deployment risk. Here is what a DevOps engineer does to migrate you to Kubernetes.

Moving Python apps from on-premise to AWS or GCP in 2026? Six mistakes engineering teams make, the real costs nobody discusses, and the right approach.

Remote patient monitoring (RPM) app development connects wearable and medical devices to a clinical dashboard using IoT data pipelines, real-time alerting, and HIPAA-compliant cloud infrastructure. A production RPM system collects biometric data via Bluetooth or cellular, transmits it through an encrypted MQTT or HTTPS pipeline, stores it in a time-series database, and surfaces it in a clinical dashboard with threshold-based alerts, trend visualisation, and EHR write-back via HL7 FHIR.

A restaurant technology stack is the connected set of software that runs a restaurant: a POS system to take orders and payments, an online ordering platform for direct digital sales, a kitchen display system (KDS) to route orders to cooks, and delivery integration to sync with apps like UberEats, Zomato, and Deliveroo. The value is in making these systems talk to each other from one source of data.

AWS EKS is the default Kubernetes choice for most SaaS startups on AWS. Here is exactly what a DevOps engineer sets up, what the ongoing management involves, and what it costs in 2026.

Step-by-step Python monolith to microservices playbook. When to split, how to find seams, and the anti-patterns that sink most decomposition migrations.