The End of Dumb Storage: AI, Legacy Debt, and the New Era of 3D Policy

The End of Dumb Storage: AI, Legacy Debt, and the New Era of 3D Policy

The era of 'dumb storage' is officially dead, replaced by a world where AI doesn't just live on your servers—it becomes the operating system for your entire enterprise.

In this episode of Agents of Dev, hosts Brad Shimmin and Mitch Ashley dismantle the notion that data management is still just about "dumb storage." The conversation kicks off with a look at the major branding shifts sweeping the industry—highlighted by Pure Storage’s evolution into Ever Pure—signaling a market-wide pivot toward AI-integrated ecosystems.

Brad and Mitch tackle the friction between modern AI demands and the weight of legacy systems, offering a counterintuitive take: not every piece of old code needs a rewrite. They explore the rise of "tuning engines" and the shift toward "3D policy," where observability and governance are no longer just checkboxes but the central operating system of the modern enterprise.

From the role of cultural nostalgia in tech to the deepening complexity of vendor partnerships, this episode is a masterclass in navigating the intent-driven future of the data stack.

#AgentsofDev #AIDevelopment #DataStrategy #AIInfrastructure #LegacyModernization #EnterpriseTech #StorageSolutions #DataGovernance

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Episoder(26)

Why Claude Opus 4.8 Changes Everything: Models as Platforms, AI Microgravity & Graphify | Agents of Dev Episode 26

Why Claude Opus 4.8 Changes Everything: Models as Platforms, AI Microgravity & Graphify | Agents of Dev Episode 26

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...

18 Jun 41min

AI Agents Are Breaking the Stack: Fabric IQ, Snowflake Coco, & Gemma 4 | Agents of Dev Episode 25

AI Agents Are Breaking the Stack: Fabric IQ, Snowflake Coco, & Gemma 4 | Agents of Dev Episode 25

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 D...

11 Jun 1h

The Truth About 10x AI Productivity plus Google Anti-Gravity 2.0 & MCP Washing | Agents of Dev Episode 24

The Truth About 10x AI Productivity plus Google Anti-Gravity 2.0 & MCP Washing | Agents of Dev Episode 24

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 ...

28 Mai 50min

The Real Cost of AI Agents: Graph Databases, DORA J-Curve, and AI FinOps | Agents of Dev Episode 23

The Real Cost of AI Agents: Graph Databases, DORA J-Curve, and AI FinOps | Agents of Dev Episode 23

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 sh...

21 Mai 1h

Is RAG Dead? Graph RAG, Rogue Agents, and the Evolution of the AI Development Stack | Agents of Dev Episode 22

Is RAG Dead? Graph RAG, Rogue Agents, and the Evolution of the AI Development Stack | Agents of Dev Episode 22

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 Age...

14 Mai 58min

Is the Data Lakehouse Dead? Databricks, Iceberg, & Google's New AI Stack | Agents of Dev Episode 21

Is the Data Lakehouse Dead? Databricks, Iceberg, & Google's New AI Stack | Agents of Dev Episode 21

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 ...

7 Mai 45min

Mainframe MCP, YOLO AI Workflows, and the Mythos Security Crisis | Agent of Dev Episode 20

Mainframe MCP, YOLO AI Workflows, and the Mythos Security Crisis | Agent of Dev Episode 20

Email your questions and topics to the podcast here. In a world where AI-driven security can find a million vulnerabilities in minutes, "business as usual" for developers is officially dead. In this e...

30 Apr 44min

Oracle Mission Critical Scale, AI Benchmarking Pitfalls & Cost of Context | Agents of Dev Episode 19

Oracle Mission Critical Scale, AI Benchmarking Pitfalls & Cost of Context | Agents of Dev Episode 19

Email your topics and questions to the podcast here. What if the biggest challenge in AI is not building it, but understanding how it changes underneath you? In this episode of Agents of Dev, Mitch As...

23 Apr 35min

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