V-Run includes a conversational AI assistant powered by Claude that helps you write and maintain Python workflows directly in the browser.
How it works
Open the Chat panel in the workflow editor and describe what you need in plain English. The AI has full context of your workflow — main code, tests, requirements, and config — so it can make targeted suggestions.
Examples of what you can ask:
- “Scrape the top 10 articles from this RSS feed and return them as JSON”
- “Add retry logic with exponential backoff to the API call”
- “Write pytest tests for the
parse_response function”
- “Explain what the
transform_data function does”
- “Add a new input parameter for filtering by date”
Features
Context-aware
The AI reads your current code, tests, requirements, and config YAML before responding. It understands your workflow’s structure and makes suggestions that fit.
Code generation
Describe a task and the AI generates complete, runnable Python code. Generated code follows best practices and handles common edge cases.
Iterative refinement
Chat is conversational — you can ask follow-up questions, request changes, or refine the generated code across multiple messages.
Chat sessions
Each workflow maintains its own chat history. You can create multiple sessions to explore different approaches without losing prior conversations.
The AI works best when you give it specific, concrete instructions. Instead of “make it better”, try “add error handling for HTTP 429 rate limit responses with a 5-second retry”.
