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 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

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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 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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