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The Quality of Auto-Generated Code

O'Reilly

Kevlin Henney and I were riffing on some ideas about GitHub Copilot , the tool for automatically generating code base on GPT-3’s language model, trained on the body of code that’s in GitHub. This article poses some questions and (perhaps) some answers, without trying to present any conclusions. Things like that.

Code 120
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5 Types of Tests To Perform On Your APIs

DZone

API Test is crucial for the software systems to function at high quality. Every app you build nowadays completely relies on Application Programming Interfaces. Application Programming Interface acts as the center level between the database and presentation layer in the software development procedure. What is API Test?

Testing 207
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Monitoring Distributed Systems

Dotcom-Montior

Web developers or administrators did not have to worry or even consider the complexity of distributed systems of today. Great, your system was ready to be deployed. Once the system was deployed, to ensure everything was running smoothly, it only took a couple of simple checks to verify. What is a Distributed System?

Systems 74
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IT modernization improves public health services at state human services agencies

Dynatrace

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens.

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Quality Assurance, Errors, and AI

O'Reilly

Integration tests (tests of multiple modules) and acceptance tests (tests of entire systems) are more difficult. An AI might be able to read and interpret a specification (particularly if the specification was written in a machine-readable format—though that would be another form of programming). Programming culture is another problem.

Games 77
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You Need to Actively Support Open Source Software or It Will Disappear

Percona

Once open source software is being locked away by changing licenses and code that you depended on. Before open source was available, there was little to no interoperability between computer systems. You could not compile from scratch as the code was proprietary and could not be shared. Do you have any other choices?

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Detecting Speech and Music in Audio Content

The Netflix TechBlog

Iroro Orife , Chih-Wei Wu and Yun-Ning (Amy) Hung Introduction When you enjoy the latest season of Stranger Things or Casa de Papel (Money Heist) , have you ever wondered about the secrets to fantastic story-telling, besides the stunning visual presentation? Additional Resources We have made audio features and labels available via Zenodo.