InfoQ Homepage Code Generation Content on InfoQ
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GitHub Copilot Adopts Paid Model, Still Free for Some Open-Source Maintainers and Students
After almost one year in technical preview, GitHub Copilot is now prime time-ready for students and individual developers, says GitHub, while companies and larger organizations could get access to it before the end of the year.
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GitHub's Copilot Still a Long Way From Autopilot
Three months after GitHub launched Copilot, a group of academics affiliated with New York University's Tandon School of Engineering released their empirical cybersecurity evaluation of Copilot’s code contributions, concluding that 40% of the time, the code created is buggy and vulnerable.
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Uber Reveals Its API Gateway's Architecture
Uber recently detailed the architecture of its internally built API gateway. It described how independent layered components handle each request in the gateway, with each layer being responsible for a different facet of the request lifecycle. A combination of YAML and Apache Thrift defines the gateway configuration, and a code-generated artifact in Go makes up the gateway implementation.
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Building a Banking Infrastructure with Microservices: QCon London Q&A
In a few years, the number of microservices has grown from 100 to 1600 at Monzo, and it continues to grow. Microservices are split when responsibilities grow, or merged when services are tightly coupled. Engineers can generate, deploy, scale and monitor their own services using code generation.
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C# 9: Partial Method Enhancements for Source Generators
Source Generators in C# 9 will allow compiler-extensions to inspect code and then inject additional source code at compile-time. This injected code is then incorporated into the very same assembly that was being compiled. In order to facilitate this capability, Microsoft is removing most of the restrictions on Partial Methods.
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Source Generators Will Enable Compile-Time Metaprogramming in C# 9
Source generators are a new feature of the C# compiler that enables inspecting user code using compiler-generated metadata and generating additional source files to be compiled along with the rest of the program.
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Designing Microservice Architectures the Right Way: Michael Bryzek's Lessons Learned at QCon NY
At QCon New York 2018, Michael Bryzek discussed how to design microservice architectures “the right way”. Key takeaways included: engineers should design schema first for all APIs and events, as this allows the automated code generation of boilerplate code; and investment should be made in automation, such as deployment and dependency management.
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How No and Low Code Approaches Support Business Users and Professional Developers
No code approaches aim to support business users in developing and maintaining their own applications, where low code simplifies the developer’s work and makes them more productive. Both approaches enable faster development at lower costs. As the distinction between these approaches is becoming smaller, business users and developers can team up and use them together.
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Atomist Launches Alpha Programme
Atomist has launched an Alpha Programme for those who want to try out Rug, the company’s meta-meta-programming language. Rug is used to automate the development workflow by generating repetitive or boilerplate code, and is orchestrated by Atomist. Rug aims to improve productivity when working with distributed systems such as microservices.
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PaintCode 3 Now Supports Swift 3 and Android Code Generation
PaintCode is a design and development tool running on macOS that is capable of generating code from vector drawings. Its latest version, PaintCode 3, brings support for Swift 3, Android, and JavaScript canvas.
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Using Models in Developing Software for Self-Driving Cars
Models play an important role in developing software for autonomous systems like self-driving cars; they are used to simulate and verify behavior, document the system, and generate code. Jonathan Sprinkle explains how to model software used in autonomous systems, the benefits of modeling, using test data to validate the software that drives a car and techniques for writing reliable code.
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Interview with Form.IO: API Creation Using Web Forms
<form.io> is an open source platform that enables front end developers to autonomously build backend APIs using forms to drive their apps. The platform provides a single solution for creating both APIs and user interfaces for consumption by a front end javascript framework. InfoQ spoke with the founders of <form.io> to learn more about the platform capabilities and the future they envision for it.
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Model-based Migration Approach for Maintenance of Legacy Software
Hans van Wezep, software architect at Philips Healthcare, talked about model-based migration at the Bits&Chips Software Engineering conference. InfoQ did an interview with van Wezep about the challenges in maintaining legacy software, why manual refactoring is error prone, using models to refactor and migrate a codebase, and the benefits of using models when maintaining legacy software.
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Testing Impact of Model Driven Development
By using Model Driven Development component tests could be skipped and integration and system testing went a lot smoother, said Bryan Bakker in the presentation Model Driven Development (MDD) and its impact on testing. Main results from the MDD approach are a reduction of the amount of testing and increased reliability of the code that was generated from a mathematical model.
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Create Your Own Scaffold in Visual Studio 2013.2
An important part of ASP.NET MVC is the set of code generators called scaffolds. Inspired by Ruby on Rails, these code generators can be used to quickly create controllers and views based on a model class. New in VS 2013 Update 2 is the ability to create your own scaffolds that plug into the overall framework.