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WebWhere LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
34+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
You Said a Sentence But What Did the AI Hear?
1+ hour, 14+ min ago (37+ words) How does an AI decide what to do when there isn't just one possible answer? We use language every day without thinking about how much information is …...
Build a Prompt Library You Can Actually Reuse
1+ hour, 16+ min ago (588+ words) A plain-Markdown system for naming, testing, versioning, and maintaining prompts as production assets instead of chat history. A useful prompt often …...
Data and Model Poisoning — The RAG Risk Hiding in Your Knowledge Base
1+ hour, 35+ min ago (561+ words) How poisoned documents, embeddings, and ingestion pipelines corrupt what your RAG system treats as ground truthHow poisoned …...
5 EXPLAIN ANALYZE Patterns Every Data Engineer Should Know
1+ hour, 40+ min ago (180+ words) If you’ve stared at PostgreSQL’s EXPLAIN ANALYZE output and felt completely lost, you're not alone. A few months ago, I spent nearly three hours debugging a query that looked perfectly reasonable in code review but turned into a 15-second nightmare…...
How to Get 10x Better AI Answers Without Writing Better Prompts
1+ hour, 51+ min ago (35+ words) Read the article for free here I spent three months rewriting the same prompt. Not literally the same words. But every time an AI …...
I Spent 30 Days Testing AI—Here Is the Terrifying Truth Nobody Is Talking About Every morning, the…
2+ hour, 1+ min ago (450+ words) I Spent 30 Days Testing AI—Here Is the Terrifying Truth Nobody Is Talking AboutEvery morning, the routine was simple: wake up, grab a cup of coffee, and let an Artificial Intelligence tool run half of my daily work. At first,…...
the anatomy of an AI agent that actually works
2+ hour, 23+ min ago (38+ words) a four-part model for defining why it exists, who it is, what it can do, and how it operates. there’s dozens of ways to explain agentic AI, and most …...
AI Agents Fundamentals: From Language Models to Goal-Driven Systems
2+ hour, 24+ min ago (660+ words) An AI agent is not just a model that answers questions. It is a system that can decide what to do next, use tools, observe results, and continue until a goal is reached. Large Language Models are extremely good at…...
The AI Engineering Ladder: From Prompting to Platform
3+ hour, 6+ min ago (142+ words) Most people think there’s a single skill called “AI engineering.” There isn’t. There’s a ladder of fifteen distinct disciplines, each …...