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⚡ AI Lessons

Dev.to · Mohit Verma
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
88% of Agent Systems Got Hacked — Your LangGraph Auth Layer Is the Problem
88% of AI agent teams reported security incidents. The root cause isn't your LLM — it's 4 auth gaps in LangGraph that every developer ships to product

Dev.to · Mohit Verma
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
Stop Using Fixed-Length Chunking: The 1 Change That Gave Us 40% Better RAG Precision
How swapping RecursiveCharacterTextSplitter for SemanticChunker in 2 hours delivered a 41% relative improvement in RAGAS context precision — with full

Dev.to · Mohit Verma
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
GraphRAG Beats Vector Search by 86% — But 92% of Teams Are Building It Wrong
Microsoft's GraphRAG achieves 86% on multi-hop queries — but only with entity resolution, community detection, and query routing. Most teams skip all

Dev.to · Mohit Verma
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
We Rebuilt Our RAG Pipeline 4 Times — Here's the Architecture That Finally Served 50K Daily Queries Under 800ms
A brutal post-mortem of 4 RAG pipeline rebuilds: fixed chunking failures, re-ranking latency traps, context stuffing degradation, and the final archit

Dev.to · Mohit Verma
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Your LLM Is Lying to You Silently: 4 Statistical Signals That Catch Drift Before Users Do
Your LLM returns HTTP 200 while silently degrading. Learn 4 statistical signals — KL divergence, embedding drift, LLM-as-judge, refusal fingerprinting

Dev.to · Mohit Verma
🧠 Large Language Models
⚡ AI Lesson
3mo ago
5 Data Engineering Techniques That Increased Our LLM Efficiency by 70%
Discover how data engineering techniques improved our LLM efficiency by 70%.
DeepCamp AI