Using Antigravity Like a Pro: CLI, SDK, and Science Skills
August 4, 2026
9:00 AM - 10:00 AM Pacific Time
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About the Session
Following our exploration of the Antigravity IDE, this follow-on session shifts focus to high-performance cluster scaling and automation using the Antigravity CLI, SDK, and specialized Science Skills. We will demonstrate how technical developers can transition agentic workflows straight to the terminal, allowing automated coding assistants to execute code optimization loops across hundreds of CPU nodes or remote database queues with zero graphic overhead.
Join the Google Cloud Advanced Computing Community to learn how to manage multi-file directory updates and headless execution via SSH terminal loops. We will cover essential CLI commands for mapping workspace structures, executing local sandboxed scripts, and launching parallel optimizations, as well as queue-friendly integration with cluster job managers like SLURM and PBS.
We will also look at how to implement custom physics and data guardrails using the AGENTS.md configuration file to maintain double-precision calculation accuracy. Discover how specialized Science Skills empower autonomous sub-agents to process complex coordinate fields and spatial files like NetCDF or HDF5, ensuring automated code safely adheres to physical laws and project guidelines.
Speaker
Adnan Khaleel
Outbound Product Manager, Google Cloud
Adnan Khaleel is driven by a single goal: making powerful technology accessible to a broader range of users. He works closely with engineering teams to translate customer needs into product strategy, ensuring that tools are intuitive and easy to consume. This passion has been a constant throughout his more than 20-year career at innovators like Intel, Dell, and Cray. He has always focused on creating new growth engines—from leading Dell’s HPC democratization strategy to pioneering Cray's entry into the AI and data analytics space.
Today at Google, his core mission is to scale these solutions globally by creating effective go-to-market strategies. While fostering a vibrant partner ecosystem is one important way he achieves this, his main focus is on empowering users directly. He is always happy to connect with anyone passionate about solving big problems in this space.
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