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#12 — Semantic Layers, Context Layers, and Agents That Stop Guessing
If you work in data, "semantic layer" means one precise thing: the place where "active customer" or "recurring revenue" gets defined once so every dashboard agrees. If you build agents, the word…
#11 — Base of Record for Intelligent Systems
The hosts of Agentic AI in DevOps make the case that the "second brain" idea — long a personal-productivity meme — is exactly what AI agents need to be useful inside a real engineering environment.…
#10 — What Changed in Our Daily AI Workflow
In a less-structured episode, the hosts of Agentic AI in DevOps compare day-to-day workflows: what they actually run, what they have stopped doing, and how their habits have shifted since the early…
#9 — Code with Claude: Routines, Agents, and the AWS Catch
Anthropic's Code with Claude developer conference in San Francisco on May 6, 2026 dropped a wave of platform features aimed squarely at coding teams, and the hosts walk through what actually matters…
#8 — DevOps Jobs Agentic AI Can Actually Do
After seven foundation-laying episodes, the hosts of Agentic AI in DevOps take the practitioner's tour: which DevOps jobs agentic AI actually does well, and which still fight back. Andrey Devyatkin…
#7 — When Agent Memory Helps and When It Hurts
Every session, your agent wakes up with amnesia — the same mistakes, the same rediscovery, the same wasted tokens. Memory is how teams solve this, but as the hosts of Agentic AI in DevOps argue, it…
#6 — The Big AI Squeeze
LLM subsidies are drying up, subscription limits are tightening, and the astronomical data center CapEx has to be paid by someone — spoiler: it is you. In this episode, Fernando Gonçalves, Andrey…
#5 — Stop Your Agent Before It Breaks Prod
Imagine your agent just deleted a production database — could you have stopped it? The hosts argue that yes, three lines of bash in a single hook could have prevented it, and yet most teams have…
#4 — Harness Engineering: What Claude Code Accidentally Taught Everyone
A packaging mistake exposed Claude Code's full source tree to the world — and instead of scandal, the community got a masterclass in how agentic coding tools actually work under the hood. In this…
#3 — Skills, Powers, SOPs
What happens when your AI coding tool quietly starts billing like a cloud service — and your team burns through a thousand dollars in a week? Vladimir Samoylov returns as the hosts share their…
#2 — The Tool Layer: What Makes Agentic AI Possible
What happens when your AI coding assistant forgets what it was just working on? Andrey Devyatkin and Fernando Gonçalves break down context windows, how MCP servers can consume a large share of the…
#1 — AI in DevOps, 2022 to 2026: From Autocomplete to Action
What if most AI tools sold into DevOps fail because they only see part of the stack? In this first episode of Agentic AI in DevOps, Andrey Devyatkin and Fernando Gonçalves trace AI tooling from…
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Agentic AI in DevOps has published 12 episodes since March 2026, covering topics in Technology.
Agentic AI in DevOps is currently highly active with new episodes weekly.
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