The Industry is Quietly Moving Beyond RAG to Agentic AI
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Youre Pena
Polyglot dev with 10+ years of experience, obsessed with scalable systems, clean code, and good coffee. Sharing thoughts and experiments from the wild world of software.
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Your RAG's Biggest Problem Isn't the Model, It's the Data
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Your Next Senior Engineer is an AI with a CLI
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When Autoscaling Isn't Enough: How Netflix Prioritizes and Sheds Load Before a Crash
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Replacing deterministic workflows with autonomous agents
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Stop Treating Agents Like LLMs: The Case for Model Context Protocol
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Even with RAG, Legal AI from Westlaw and Lexis+ Hallucinates 17% of the Time
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Google DeepMind Claims It Has Solved AI's Amnesia
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Your SBOM is security theater unless it breaks the build
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Cloud Inference Is an Architectural Anti-Pattern
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Recursive optimization is replacing manual profiling for billion-parameter models
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Why the enterprise is swapping RAG wrappers for agentic control loops
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