iamonthesnow

As a developer, do you prefer Personal Access Tokens or API Keys when working with REST APIs? Looking for pros and cons of both. Thanks!

Hi all! See how easy it is to build and run multi-step AI workflows in Snowflake using the open-source Smolagents library from Hugging Face.

Step-by-step tutorial: https://quickstarts.snowflake.com/guide/build-agentic-workflows-with-huggingface-smolagents-in-snowflake/index.html

Interested in learning how other developers are leveraging these libraries.

Cheers,

APIs have long been the glue between applications, but as AI continues to evolve, we're seeing a shift toward Agentic APIs—APIs that don’t just fetch data but reason, plan, and execute based on it. For example, integrating Snowflake's Cortex Agents REST API into platforms like Slack and Microsoft Teams allows business users to query structured and unstructured data conversationally, without needing to write SQL or understand database structures. The API interprets intent, retrieves relevant information, and formulates responses in real time.

But, this also raises some interesting questions:

- Are we moving towards autonomous data assistants that replace dashboards and manual querying - How do we balance control vs. automation in enterprise AI workflows - What challenges exist in ensuring accuracy, security, and governance in these agentic systems

Would love to hear thoughts from the HN community—what other Agentic API patterns are you seeing emerge, and where do you see this heading?