Uploaded February 2025 | Updated September 2026, 2 weeks ago
Arcee Orchestra (arcee.ai/product/orchestra) is a platform that turns AI into action. It lets you create workflows that automate tasks, streamline processes, and even power new products. Think of it as a tool for building smart automation that can handle the work for you. It’s as simple to use as any AI chat tool but far more capable.
In this video, I show you how to build a code review workflow. I use Model nodes to identify Python and security improvements and generate a report saved as a Google Docs document.
⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos. You can also follow me on Medium at julsimon.medium.com or Substack at https://julsimon.substack.com. ⭐️⭐️⭐️
Learn more about Arcee Orchestra on the product page at arcee.ai/product/orchestra, or by booking a demo at arcee.ai/book-a-demo.
Arcee Orchestra (arcee.ai/product/orchestra) is a platform that turns AI into action. It lets you create workflows that automate tasks, streamline processes, and even power new products. Think of it as a tool for building smart automation that can handle the work for you. It’s as simple to use as any AI chat tool but far more capable.
In this video, I show you how to build a code review workflow. I use Model nodes to identify Python and security improvements and generate a report saved as a Google Docs document.
⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos. You can also follow me on Medium at julsimon.medium.com or Substack at https://julsimon.substack.com. ⭐️⭐️⭐️
Learn more about Arcee Orchestra on the product page at arcee.ai/product/orchestra, or by booking a demo at arcee.ai/book-a-demo.
![How Witty Works leverages Hugging Face to scale inclusive language
During this webinar, Elena Nazarenko, Lead Data Scientist at Witty Works, Lukas Kahwe Smith, CTO & Co-Founder at Witty Works and Julien Simon, Chief Evangelist at Hugging Face, discuss how Witty Works leverages Hugging Face to scale inclusive language.
[No HD version, sorry]
- The impact of Transformers on text classification use cases
- How Witty Works leverages Hugging Face to scale inclusive language
- How to perform domain-adaptive pretraining on a transformer model
Speakers
Elena Nazarenko - Lead Data Scientist at Witty Works
Lukas Kahwe Smith - CTO & Co-Founder at Witty Works
Julien Simon - Chief Evangelist at Hugging Face
About Witty Works
Witty is a Digital Writing Assistant for Inclusive Language that enables organizations to detect their own bias, in writing and in behavior, and fix it. Because language builds culture.
About Hugging Face
Hugging Face is a wildly popular community-based repository for open-source ML technology. It is a platform that stores, serves and manages the latest and greatest in open-sources ML models, including enabling customers to fine-tune these models and deploy them at scale.
Hugging Face is one of the most used platforms and is empowering 10,000 companies to integrate artificial intelligence into their products or workflows. How Witty Works leverages Hugging Face to scale inclusive language](https://i.ytimg.com/vi/Z_S1gfRFtgA/mqdefault.jpg)









