Yann Leflour

@yleflour
2 Followers
9 Following
103 Posts
Engineer & maker - Specialising in AI Product Engineering
Founder @pairprog.io
Write my thoughts on AI @blog.pairprog.io
Blog about SWE @https://gettintodev.substack.com/

Clone the template and star the project here:

https://github.com/pAIrprogio/gpt-assistant-cli-playground

GitHub - pAIrprogio/gpt-assistant-cli-playground: CLI wrapper around OpenAI's Assistant API with simple tools creation

CLI wrapper around OpenAI's Assistant API with simple tools creation - pAIrprogio/gpt-assistant-cli-playground

GitHub

Just upgraded my @OpenAIDevs Assistant API wrapper repo

Here what's new:

โœจ Streams the response to the user
โœจ Syncs the assistant configuration with the OpenAI API
โœจ Auto-loads the list of assistants from the src/assistants list
โœจ Switched to bun

Link in ๐Ÿงต to test it out

You can Instructor here, python version is also available

https://github.com/instructor-ai/instructor-js

GitHub - instructor-ai/instructor-js: structured extraction for llms

structured extraction for llms. Contribute to instructor-ai/instructor-js development by creating an account on GitHub.

GitHub

Instructor by @jxnlco is an amazing library leveraging the best tooling for both python and typescript to work with LLMs

Using data schemas for both instructions and validating the output is much more intuitive compared to other approaches

@coolifyio is the most impressive piece of open source software I've seen in a while

It's every app engine / cloud run / app platform on steroids

I've seamlessly transferred all my side projects on a single 12โ‚ฌ @Hetzner_Online virtual server

And you should too

And that's it for now

If you find these projects useful, please help us by sharing the first post ๐Ÿ™

And make sure to follow @almouro and @yleflour if you don't want to miss our upcoming tests, discoveries, and releases ๐Ÿ˜„

AI driven black box E2E testing open's up a whole range of possibilities,

๐Ÿ”ธ Using it to come up with replicable tests for @almouro's Flashlight automatically
๐Ÿ”ธ Mapping an app's navigation tree
๐Ÿ”ธ Creating E2E tests by itself from user stories

Which we will be exploring

Is AI driven automated E2E testing production ready ?

Unfortunately, not really ๐Ÿ˜ข

We had to go through multiple takes and iterations on our prompts just to achieve our demo

But having spent only an afternoon on it, we're confident we can do more ๐Ÿš€

In order to get our E2E black box testing workflow to work, we built 4 basic actions for the GPT

The API executes the action & replies with a dump of the current UI hierarchy as XML ๐ŸŒณ

Allowing #ChatGPT to iterate by itself

Why did we use the ChatGPT interface ?

๐Ÿ”ธ Already has a chat pipeline in place
๐Ÿ”ธ It provides chain-of-thought capabilities
๐Ÿ”ธ It can access external system through GPT Actions
๐Ÿ”ธ We already pay for it

Why reinvent the wheel ?