Autonomy

Microservices Design: Autonomy and Coordination In microservice design, autonomy means teams own the service as a deployable unit. Each service has clear boundaries, its own data strategy when possible, and its own CI/CD pipeline. Autonomy speeds delivery, reduces cross-team blockers, and lets teams move at their own pace. Coordination, however, needs a reliable pattern. The two common approaches are orchestration and choreography. Orchestration relies on a central coordinator that directs the flow. Choreography lets services react to events and collaborate without a single conductor. Both work, but they change how you observe failures and reason about the flow. ...

Computer Vision Applications From OCR to Autonomous Systems Computer vision helps computers understand images. From reading text to guiding cars, CV powers many everyday tools. This article looks at a spectrum of applications, with OCR at the start and autonomous systems at the end. OCR turns photos or scans of documents into searchable, editable text. In offices, OCR speeds up invoice processing, receipt capture, and archiving. Modern OCR uses deep learning and language models to handle different fonts and layouts. It can be embedded on phones or run in the cloud. ...