Email your questions and topics to the podcast here.

AI agents are completely transforming how enterprise data moves, but running them shouldn't break your token budget.

In this episode of Agents of Dev, practice leads Mitch Ashley and Brad Shimmin break down the massive infrastructure shifts coming out of Microsoft Build and Snowflake Summit. Discover how tools like Microsoft Fabric IQ, Project Rayfin, and Snowflake's "Coco" (Cortex Code) ecosystem are elevating metadata into actionable ontologies, shrinking token counts, and cutting operational costs.

They also discuss Anthropic’s unsettling Claude 4.8 self-awareness disclosures, evaluates Google’s incredibly fast, encoder-free Gemma 4 12B local model, and extracts a crucial software design lesson from Blue Origin’s recent launchpad failure.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

Email your questions and topics to the podcast here.

AI is moving faster than ever, but enterprise leaders are discovering a tough reality: deploying autonomous agents is not just about choosing the right model.

It is about building the right control systems. In this episode of Agents of Dev, practice leads Mitch Ashley and Brad Shimmin reflect on a busy conference season covering Snowflake, Databricks, and AWS.

They look beyond the keynote announcements to explore why companies are moving away from complex ETL pipelines and letting data stay where it already lives. They also discuss the rapid rise of the Model Context Protocol (MCP), how open source AI frameworks are becoming commercial products, and why Zero Trust security must evolve for AI agents that make unpredictable decisions.

From managing AI costs with FinOps to deciding where enterprise data belongs, this episode offers practical insights for building secure, reliable, and people-focused AI environments.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

Email your questions and topics to the podcast here.

Is your AI development stack quietly trapping you in a state of "microgravity" vendor lock-in?

In this episode of Agents of Dev, hosts Mitch Ashley and Brad Shimmin break down why the latest wave of AI engines—headlined by Anthropic’s Claude Opus 4.8—are evolving into fully integrated operational systems rather than standalone models.

Brad reveals how he used Claude Code to blueprint a complex 2,800-line Python migration in just five turns, shifting the architecture from a simple lift-and-shift to an optimized, AI-forward upgrade.

The duo also dives into Starburst’s decentralized "catalog of catalogs" approach to data gravity, Harness's savvy acquisition of CodeCov to eradicate verification debt at the point of origin, and a game-changing open-source tool called Graphify that spins up queryable context graphs for agentic workflows with a single terminal command.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

#ClaudeOpus #Anthropic #AgenticAI #Graphify #DevSecOps #DataEngineering #AIPlatform #SoftwareArchitecture #AgentsOfDev

Email your questions and topics to the podcast here.

AI agents are completely transforming how enterprise data moves, but running them shouldn't break your token budget.

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin break down the massive infrastructure shifts coming out of Microsoft Build and Snowflake Summit. Discover how tools like Microsoft Fabric IQ, Project Rayfin, and Snowflake's "Coco" (Cortex Code) ecosystem are elevating metadata into actionable ontologies, shrinking token counts, and cutting operational costs.

They also discuss Anthropic’s unsettling Claude 4.8 self-awareness disclosures, evaluates Google’s incredibly fast, encoder-free Gemma 4 12B local model, and extracts a crucial software design lesson from Blue Origin’s recent launchpad failure.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

#AgentsofDev #AIAgents #GraphDatabases #DORAReport #AIFinOps #TokenEconomics #RedHatSummit #SAPSapphire #DevOps

Email your questions and topics to the podcast here.

Google is rebuilding its ecosystem around Anti-Gravity 2.0 and enterprises shifting toward smaller, localized models like Gemma 4.

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin break down the reality behind the "10x AI productivity" hype and explore why the industry is shifting toward "token economics" cost management.

The duo analyzes the massive announcements from Google I/O, including Gemini 3.5 Flash, Gemma 4 open-weight models, and the evolution of Anti-Gravity 2.0 into a vertically integrated, multi-surface agentic platform.

They also tackle the trend of "MCP washing" following Model Context Protocol server launches from Alteryx and Informatica, look at Dell's new desk-side agentic hardware, and share hands-on strategies for parallel multi-stream LLMs and localized graph architectures using DuckDB and pandas.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

Email your questions and topics to the podcast here.

As enterprises rush to deploy autonomous AI agents, many are waking up to tens of thousands of dollars in unexpected API bills, proving that the shift to agentic AI is as much an economic challenge as it is a technical one.

In this episode of the Agents of Dev podcast, Mitch Ashley and Brad Shimmin break down the massive architectural shifts hitting the software development lifecycle, highlighting why this has officially become the year of the graph database for agentic context.

They dive deep into the latest DORA report to explore the infamous "J-curve" of AI productivity, explaining why "reclaimed capacity" is the true ROI metric organizations must track.

Finally, Mitch and Brad share boots-on-the-ground recaps from SAP Sapphire and Red Hat Summit, unpacking everything from the "metal-to-agent" infrastructure stack and open-weight models to breakthrough AI FinOps tools like Revenium and G-brain built to tame runaway token economics.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

#AgentsOfDev #AIAgents #GraphDatabases #DORAReport #AIFinOps #TokenEconomics #RedHatSummit #SAPSapphire #DevOps

Email your questions and topics to the podcast here.

What happens when your AI agent decides to delete your production database because it was "pretty sure" it wasn't necessary?

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin dive deep into the shifting landscape of enterprise AI, starting with why "naive RAG" is failing practitioners and how Graph RAG and context engines (like the newly unveiled Loveless AI) are providing the deterministic context businesses actually need.

They analyze a viral cautionary tale of a rogue AI agent that deleted a production database, highlighting the desperate need for an Agent Control Plane and robust governance. The duo also explores the evolution of the developer's "work surface," from the agentic shifts in Cursor 3.2 to the surprisingly powerful enterprise productivity of Amazon Q.

Whether you're building data estates with DuckDB or navigating the vertically integrated stacks of Google and AWS, this episode covers the "art of the doable" in the age of agentic development.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

#AgentsofDev #AI #GenerativeAI #AgenticDev #SoftwareEngineering #RAG #GraphRAG #AgentsOfDev #DevOps #AIInfrastructure #DataEngineering #AmazonQ #CursorIDE

Email your questions and topics to the podcast here.

The "open table format wars" are officially over, but a new era of vertically integrated AI stacks is just beginning.

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin dive deep into the massive wave of announcements from Google Cloud Next, focusing on the shift from systems of intelligence to "systems of action."

Brad breaks down why Databricks embracing Apache Iceberg v3 is a game-changer for data portability and how Google’s new Agentic Data Cloud—powered by Spanner Graph and a new "Knowledge Catalog"—is turning raw object storage into self-enriching reasoning engines. Meanwhile, Mitch puzzles over Elon Musk’s SpaceX/Cursor acquisition and proposes a new framework for the emerging AI stack.

From "vibe coding" your way to Mars to the controversial rise of the Model Context Protocol (MCP) as the universal access layer, this conversation explores how the industry is optimizing through abstraction to give AI true agency.

This and more on Agents of Dev, part of The Futurum Group.

#GoogleCloudNext #AI #DataEngineering #GenerativeAI #Databricks #CloudComputing #TechPodcast #AgenticAI #OpenSource #DataLakehouse