VibeOps : Revolutionizing the Python Developer Productivity Through Leveraged Gen AI-Driven Operations

The talk is for a junior to intermediate Python Developers/Engineers wanting to practice VibeOps, a reliable form of VibeCoding that allows the leverage of GenAI for software development.

I have recently coined the term VibeOps in the medium article https://medium.com/@nlauchande/introducing-vibe-ops-revolutionizing-developer-productivity-through-ai-driven-operations-0f172317712d , it involves the art and craft of setting up developer environments to allow the modern developer to adopt AI and Gen AI as a maximum leverage anchor in productivity .

On this talk i will present a series of experiments and an opinionated environment for each type of the project , for maximum leverage in developer experience . Describing from simple optimal battle tested IDE configurations with tons of interactive experiments live on building different systems and showing the execution of VibeOps agentic workflows that i have used in professional and research settings focused on Python , Machine Learning Engineering and Backend system .

An introspective critic on fundamental limitation of the systems as they are and the way in the future . Will cater for a lot of setting from a 0 cost environments with quantized models to more enterprise settings.

We will have live demos using advanced coding agentic systems such as : Open Hands , Cursor and Codex and workflows based on Langflow with end to end projects understanding limitations , advantages and leverage in the end we will present a github repo with reference configurations for a candidate vibeops environment based on a set of curated tools.