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Kalvad

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A collection of 8 posts

The AI War Has Begun. And You're Already Conscripted.

The AI War Has Begun. And You're Already Conscripted.

On June 13, 2026, the US government blocked Fable 5, firing the first shot in the AI War. At Tech Fest Nancy the day before, François Zaninotto's talk on AI-assisted development sparked the sovereignty debate. If you're still using cloud LLMs without self-hosting, you're already on the losing side.

RAG Deep Dive Series: Evaluation & Production

RAG Deep Dive Series: Evaluation & Production

Part 8: How to Know If Your RAG System Is Actually Good (And Keep It That Way)

RAG Deep Dive Series: Query Processing

RAG Deep Dive Series: Query Processing

Part 6: Query Processing — Getting the Question Right

RAG Deep Dive Series: Embeddings & Vector Databases

RAG Deep Dive Series: Embeddings & Vector Databases

Part 4: Embeddings & Vector Databases — The Semantic Search Engine

RAG Deep Dive Series: Chunking Strategies

RAG Deep Dive Series: Chunking Strategies

Part 3: Chunking — The Foundation of Retrieval Quality

RAG Deep Dive Series: Core Components

vector database

RAG Deep Dive Series: Core Components

Part 2: RAG Architecture 101 — How It Actually Works

RAG Deep Dive Series: From Decision to Production

RAG Deep Dive Series: From Decision to Production

Part 1: The RAG Decision: When to Choose RAG Over Fine-Tuning

DevOps in 2025: The Pauperization Machine (Now With More AI and Less Brain Cells!)

DevOps in 2025: The Pauperization Machine (Now With More AI and Less Brain Cells!)

In 2021, concerns were about Kubernetes and sysadmin basics. By 2025, DevOps is characterized by AI over-reliance and waning technical depth. Kalvad prioritizes foundational knowledge over button-pushing and AI-generated solutions, critiquing current trends humorously.