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In the modern era, software is commonly delivered as a service: called web apps, or software-as-a-service. The twelve-factor app is a methodology for building software-as-a-service apps that: - Use declarative formats for setup automation, to minimize time and cost for new developers joining the project; - Have a clean contract with the underlying operating system, offering maximum portability between execution environments; - Are suitable for deployment on modern cloud platforms, obviating the need for servers and systems administration; - Minimize divergence between development and production, enabling continuous deployment for maximum agility; - And can scale up without significant changes to tooling, architecture, or development practices. The twelve-factor methodology can be applied to apps written in any programming language, and which use any combination of backing services (database, queue, memory cache, etc).

Making everything easy to change makes the entire system very complex. Technical debt is a metaphor developed by Ward Cunningham, who uses the term to describe the design tradeoffs we make in order to meet schedules and customer expectations.

pre rozsirenie si znalosti o message oriented architekturach.

toto nie je citanie pre tych co chcu lepsie rozumiet gitu z pouzivatelskeho hladiska, ale je to vyborne citanie o tom, ako sa robi zaujimava softverova architektura.

vylepseny ActiveMQ s "radically different threading architecture which lets it scale to large number of concurrent connections and destinations while using a constant number of threads"

Multimodal Recurrent Neural Architecture generates sentence descriptions from images. There are few examples of generated sentences.

quality happens only if somebody has the responsibility for it, and that "somebody" can be no more than one single person. anyone who has ever wondered whether using m4 macros to configure autoconf to write a shell script to look for 26 Fortran compilers in order to build a Web browser was a bit of a detour, Brooks offers well-reasoned hope that there can be a better way.