Personal experience: - don’t use Behat unless you really needed a “story telling”, it has a intermediate layer Gherkin that you’ll need to code. You can write “Given/When/Then” steps but you’ll also need to write “php code” that will interpret this step. - using real browser be prepared for instability - any interaction with JavaScript can broken/delay execution - be prepared that this tests are call functional... Source: about 1 year ago

Codeception: https://codeception.com/. Source: over 1 year ago

I would say to check out Codeception. Codeceptions has modules for Symfony and database generally. Long and short of it is that if you want you can run api tests that go into the controllers and rollback the database afterwards. Source: almost 2 years ago

There are enough blog posts about Jest or Cypress already, so let me introduce Codecept. It comes in two flavors. There is Codeception for PHP, and there is CodeceptJS for JavaScript which we will be using here. - Source: dev.to / almost 2 years ago

There are many tools you can use for this purpose, but one I particularly like is CodeCeption. What I like most about it is that it's a unified tool that can be used to perform several types of tests, acceptance being one of them. - Source: dev.to / almost 2 years ago

To support the exploration, I've developed a simple Retrieval Augmented Generation (RAG) workflow that works completely locally on the laptop for free. If you're interested, you can find the code itself here. Basically, I've used Testcontainers to create a Postgres database container with the pgvector extension to store text embeddings and an open source LLM with which I send requests to: Meta's llama3 through... - Source: dev.to / 1 day ago

Testcontainers is a very neat open source framework/project I just discovered. It enables developers to create unit tests using throwaway, lightweight instances of e.g. a database running in Docker containers. - Source: dev.to / 17 days ago

However, if you run PostgreSQL only for a very short period, for instance during your automated tests, then you may have no technical way of reconfiguring it. This may be the case with Testcontainers. Typically, you may run some initialization code just before your actual test suite to initialize the dependencies like storage emulators or database servers. Testcontainers takes care of running them as Docker... - Source: dev.to / about 2 months ago

Infrastructure as code in C# is already supported by Pulumi[1]. However, developing anything significant requires a lot of copying values from one part of the stack to another, lots of magic strings and lots of combinations of parameters that don't work. Plus sometimes you choose a combination of parameters that works until your cloud provider upgrades Kubernetes or whatever and now that specific version of k8s... - Source: Hacker News / 26 days ago

You can read more about TestContainers in the official documentation. - Source: dev.to / about 1 month ago