Code Vipassana S13 | Session 3: One Million Vectors, Zero Loops - AlloyDB

🚀 Day 3 of Code Vipassana Season 13 – The Hyperdrive

Ready to break the performance ceiling? Session 3 introduces The Hyperdrive – where we process 1 million vectors without a single loop.

📍 Join the Season: https://codevipassana.dev

🎯 What's Session 3 About?

Abirami Sukumaran returns to show you how to shatter traditional embedding generation bottlenecks:

• Generate embeddings at massive scale – Think millions, not thousands
• Zero loops architecture – Leverage AlloyDB's native capabilities for parallel processing
• Production-grade vector operations – Built for real-world AI workloads

This is the session that transforms how you think about embedding generation in production systems.

📅 Session Details

• Date: Friday, January 23, 2026
• Time: 8:00 PM - 9:30 PM IST
• Format: Live deep-dive with production patterns

🛠️ What You'll Master
Learn the architecture that makes scale effortless:

• Code lab: https://codelabs.developers.google.com/embeddings-at-scale-with-alloydb

The HyperDrive Difference
Most developers loop through records. You'll learn to let the database do what it does best – parallel, set-based operations at blazing speed. This isn't just faster code; it's a fundamentally different approach to AI infrastructure.

Season 13's Production-Grade Architecture Journey:
✅ Session 1: Setting up AlloyDB
✅ Session 2: The Surplus Engine (Real-Time Reasoning)
✅ Session 3: The Hyperdrive (Million-Scale Vectors) ⬅️ You are here

This is not theory. This is production AI at scale.