Every non-trivial business operation touches more than one system.
An e-commerce order reserves inventory, charges a payment method, and schedules a shipment — three services, three databases. A bank transfer debits one account and credits another across two ledgers that may not even be in the same data center. A cloud VM provisioning workflow reserves a network port, allocates storage, starts…
The AI ecosystem, especially in recent years, has been experiencing rapid growth and diversification; however, this growth has also brought significant incompatibility issues. Microservice Communication Protocol (MCP) steps in precisely at this point, becoming a fundamental protocol that enables different AI models and services to communicate with each other in a standardized way, and by 2026, it…
Traditional monolithic platforms have served their purpose. As technologies like artificial intelligence and quantum computing usher in a new digital age, flexible and modular architectures will take their place. Developers and cloud professionals should familiarize themselves with composable architecture’s principles, benefits and implementation best practices to remain competitive in an…
Beautiful code. Clean architecture. Zero users. Most early-stage startups quietly die here, engineers solving problems three years too early while real users wait for something that simply works.
The CNCF TOC has voted to accept Tekton as an incubating project. As a Kubernetes-native framework for CI/CD, Tekton enables developers to build, test, and deploy across clouds by treating pipelines as standard K8s resources. Originally part of Knative, it now offers a modular ecosystem including Triggers and Chains for supply chain security, integrating deeply with Argo CD and Sigstore.
A fast MongoDB system comes from modeling data around how your application reads and writes it. This guide breaks down how to structure documents, when to embed or reference, the patterns used in real production systems, and the indexing strategies that keep performance predictable as data grows.