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RAG vs MCP is the wrong debate — here's the right framing for production AI systems
Ajay Devineni
Ajay Devineni
Ajay Devineni
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Apr 28
RAG vs MCP is the wrong debate — here's the right framing for production AI systems
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sre
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rag
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mcp
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aiops
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4 min read
The Token Bill Is Coming. Nobody's Ready for It.
Keith MacKay
Keith MacKay
Keith MacKay
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Jun 1
The Token Bill Is Coming. Nobody's Ready for It.
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aiops
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privacy
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observability
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6 min read
🚀 Cómo dejar de quemar tokens en tu IDE con IA
Johan Fabi
Johan Fabi
Johan Fabi
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May 10
🚀 Cómo dejar de quemar tokens en tu IDE con IA
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devops
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ai
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productivity
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aiops
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2 min read
Agentic Ops: How I Shipped My Vibe-Coded Game to Production
paul_h
paul_h
paul_h
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May 30
Agentic Ops: How I Shipped My Vibe-Coded Game to Production
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vibecoding
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devops
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sre
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aiops
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2 min read
How we cut alert noise 80% with semantic correlation (and a little LLM RCA)
om prakash kumar
om prakash kumar
om prakash kumar
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May 7
How we cut alert noise 80% with semantic correlation (and a little LLM RCA)
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devops
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sre
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observability
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aiops
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4 min read
The Hidden Cost of Reactive AIOps: Why Auto-Remediation Without Memory Fails
Priyank Upadhyay
Priyank Upadhyay
Priyank Upadhyay
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RubixKube
May 7
The Hidden Cost of Reactive AIOps: Why Auto-Remediation Without Memory Fails
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ai
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automation
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sre
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aiops
3
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9 min read
JaisCloud — A Free, Single-Binary AWS Emulator in Go
Raj Jaiswal
Raj Jaiswal
Raj Jaiswal
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May 28
JaisCloud — A Free, Single-Binary AWS Emulator in Go
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aws
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testing
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aiops
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devops
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5 min read
AI Agents Mapped My Legacy Production Environment in One Hour.
paul_h
paul_h
paul_h
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May 28
AI Agents Mapped My Legacy Production Environment in One Hour.
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devops
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aiops
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sre
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welcome
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1
 comment
4 min read
DevOps vs MLOps vs AIOps: What Changes, What Stays, and a Simple Roadmap to Get Started
Nimesh Kulkarni
Nimesh Kulkarni
Nimesh Kulkarni
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May 22
DevOps vs MLOps vs AIOps: What Changes, What Stays, and a Simple Roadmap to Get Started
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mlops
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aiops
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roadmap
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6 min read
Introducing Portkey's Agent Gateway
Siddharth Sambharia
Siddharth Sambharia
Siddharth Sambharia
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Apr 21
Introducing Portkey's Agent Gateway
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ai
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llm
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aiops
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agents
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2 min read
AWS Summit Seoul 2026: Korean Enterprises And Agentic AI
Ivan Porta
Ivan Porta
Ivan Porta
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Todea
May 21
AWS Summit Seoul 2026: Korean Enterprises And Agentic AI
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aws
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ai
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aiops
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sre
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5 min read
Your DevOps automation is invisible to AI. That's AI-Debt. And it's compounding.
Kalyan Ram Jaladi
Kalyan Ram Jaladi
Kalyan Ram Jaladi
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Apr 17
Your DevOps automation is invisible to AI. That's AI-Debt. And it's compounding.
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devops
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mcp
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aiops
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agents
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11 min read
📣 Calling all AI builders in Munich!
Julie Wise
Julie Wise
Julie Wise
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Apr 16
📣 Calling all AI builders in Munich!
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aiops
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agents
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robotics
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ai
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1 min read
Operational Intelligence: The Missing Nervous System of Modern Business Operations
Sanu Khan
Sanu Khan
Sanu Khan
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May 19
Operational Intelligence: The Missing Nervous System of Modern Business Operations
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ai
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architecture
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aiops
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productivity
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5 min read
What are AI gateways in 2026, and do you actually need one now?
Sam Richard
Sam Richard
Sam Richard
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Apr 14
What are AI gateways in 2026, and do you actually need one now?
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ai
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aiops
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5 min read
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