Ep#243 AWS re:Invent 2025 Keynote Breakdown: Nova2, S3 Vector Storage & Agentic AI | Metal Toad

Welcome to the Jon Myer Podcast, powered by Myer Media! Fresh off the keynote stage at AWS re:Invent 2025, we sit down with David from Metal Toad, an AWS partner helping organizations navigate digital transformation and cloud-native deployment.We unpack the biggest announcements from today's keynote, why they matter, and how these innovations translate into real-world opportunities for enterprises accelerating their cloud journey.Key Announcements Discussed:✅ Nova2 model family with stronger model differentiation✅ Frontier models: Long-running AI that learns your team's coding style✅ NovaForge: Earlier access to models in the training process✅ S3 vector storage: Up to 90% cost savings vs. OpenSearch for RAG databases✅ Nova2 Omni: Multimodal inputs for unstructured data (audio, video)✅ Agentic AI: Building compartmentalized "brains" for better controlDavid's Insights:💡 "If you think you need AI, you maybe don't—start by identifying edge cases where problems become too squishy to solve programmatically"💡 Frontier models can run for days or weeks, learning your team's style and growing with you💡 S3 vector storage eliminates expensive always-on containers, paying only for what you use💡 Agentic AI gives you more control over your system vs. "text input and hope for the right output"Whether you're mid-market or enterprise, this conversation helps you prioritize innovation, separate hype from practical implementation, and understand what you can leverage immediately vs. what requires strategic planning.Guest: David Dolan, Metal ToadHost: Jon MyerRecorded at: AWS re:Invent 2025, Las VegasYouTube Timeline0:00 - Welcome from AWS re:Invent keynote stage0:52 - Game-changing announcements: Nova2, S3, Frontier models1:18 - What are Frontier models and why are they exciting?1:57 - Long-running models that adapt to your team2:03 - NovaForge: Earlier access to model training2:29 - Why earlier model access matters for performance2:59 - How AI announcements impact mid-market & enterprise3:15 - S3 vector storage: Up to 90% cost savings4:20 - What teams can leverage immediately vs. strategic planning4:35 - Nova2 Omni: Solving the unstructured data problem5:09 - Advising clients when there's too much innovation at once5:43 - Trends defining cloud and AI for 20266:00 - Agentic AI: Building compartmentalized systems with control6:36 - Closing thoughts & thank you🔔 Don't forget to Like, Subscribe, and hit the notification 🔔 ✔ Subscribe: https://www.youtube.com/jonmyer/?sub_confirmation=1📱 Social Media Twitter: https://twitter.com/_JonMyerWebsite: https://jonmyer.comLinkedIN: https://www.linkedin.com/in/jon-myer/Spotify: https://open.spotify.com/show/0wjJzdIwctq4o4pTXM2KSFLike my sounds? Here's my audio source: https://www.epidemicsound.com/referral/fj9o9k#aws #awscloud #podcast #podcasting #costoptimization #finops #cloudcost #cloudoptimization