Episode 26: Ep 21: The Future of DBaaS in an AI World: Industry Trends & Access Patterns
As SaaS evolves for AI, so must the database. AWS's Subbu Ramarao joins the panel to examine how AI-native workloads and agentic access patterns — vector search, hybrid retrieval, and unpredictable agent-generated queries — are reshaping the DBaaS landscape, plus the resurgence of Postgres and how BYOC and pricing pressures are changing managed data services.
Special Guests
Subbu Ramarao
Head of Worldwide GTM Specialists for Relational Databases at AWS, focused on Postgres, RDS, and Aurora for AI-era workloads.
Timestamps
00:00Introduction & Guest Introductions01:05Subbu's Role: Open Source Databases at AWS01:223 Disruptive AI Access Patterns Overview02:00Pattern 1: Vector Similarity Search at Scale03:15Pattern 2: Hybrid Retrieval (Vector + SQL)04:49Pattern 3: Unpredictable Agent-Generated Query Patterns06:30What Agentic AI Means for Database as a Service07:49When to Use Postgres vs. Vector Databases09:19Is Postgres the 'Operating System' for Modern Apps?11:10Why Startups Still Default to Postgres13:42Evolution of the DBaaS Market & Cloud Migration Trends16:35Billion-Scale Semantic Search & Legal Tech Example17:45Self-Manage or Use Managed DB Services?20:49Native AWS vs. Managed Services vs. DIY22:08Shifting Deployment Models: BYOC & Regulatory Pressures24:22How RDS/Aurora Addresses New Pricing & Agent Workloads26:51Database Savings Plan & Avoiding Engine Lock-in28:02Aurora Fast Cloning + Data Masking for AI Agents29:16Closing RemarksRelated Episodes
Episode 29: Ep 23: BYOC or Bust: Why Enterprise Customers Want You in Their Cloud
BYOC has shifted from a deployment option to a buying requirement. AWS solutions architects and Omnistrate's Kamal Gupta break down why enterprises now demand software in their own cloud, the security building blocks that make it work, and how agentic AI and data gravity are accelerating the move toward Bring Your Own Cloud.
Episode 25: Ep 20: Future of Cloud-Native Data Services with AI and Agents
Sergey Pronin, founder of Solanica and former Percona engineer, joins the panel to discuss why the SaaS-only data model is fracturing. The conversation covers 'Dark Matter Data' trapped inside enterprises, treating databases like cattle on Kubernetes, API-driven self-service provisioning, and why donating Open Everest to the CNCF matters for license-stable infrastructure.
Episode 24: Agentic SaaS Talks — 2025 Year in Review
The first show of the new year as the hosts look back on a full year of conversations from the podcast. Bill Tarr, Markus Kaiser, Ermin Dzinic, Kamal Gupta, and host Michael Cooper share the most important lessons learned from founders, operators, and cloud leaders across SaaS, AI, and modern cloud platforms — and what those lessons mean heading into 2026.