---
title: "Cool LLM CLI Python uses — with agents"
date: "2025-07-24T12:00:00+05:30"
categories:
- talks
- coding
- llms
tags: []
description: "LLM command-line workflows can automate everyday Python tasks, then grow into agents that execute code and perform reliable calculations with tools like Pydantic AI."
talk_url: "https://talks.s-anand.net/2025-07-24-pugs-agent-loop/"
---

I conducted a session on Thu, 24 Jul 2025 at [Singapore Python User Group](https://www.meetup.com/singapore-python-user-group/) - Singapore.

**Summary**: LLM command-line workflows can automate everyday Python tasks, then grow into agents that execute code and perform reliable calculations with tools like Pydantic AI.

[Here's the link to the session](https://talks.s-anand.net/2025-07-24-pugs-agent-loop/)