Day 31: The Transformer Decoder Architecture
What Is a Transformer Decoder? A transformer decoder is a type of neural network for generating sequences, such as sentences, one piece at a time. Y…
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The ML you need to operate LLMs, not train them
You do not need to understand backpropagation to run a large language model well in production. You need a smaller, more practical thing: the operat…
Agentic AI for Beginners: What Are AI Agents and How Do They Actually Work?
Agentic AI for Beginners: What Are AI Agents and How Do They Actually Work? AI agents are not just chatbots with a fancy name. They can use AI model…
Why Your Enterprise RAG Pipeline Is Failing Before the First Query Runs
Introduction: The Ingestion Layer Is the Real Bottleneck Most teams building Retrieval-Augmented Generation (RAG) systems invest their engineering e…
Shipping AI-Generated Features as Stacked PRs: A Complete Spec Kit + gh stack Tutorial
A step-by-step guide to pairing spec-driven development with stacked pull requests — from specify init all the way to a fully merged feature. Why th…
Building SmartContractGuardian: An Agentic AI Approach to Smart Contract Security
Smart contracts are designed to execute financial and business logic automatically, but the same immutability that makes blockchain powerful also ma…
Scaling Infrastructure & the FinOps Governance That Actually Catches the Bill
Reading time : ~16-19 minutes Level : Intermediate What you'll learn : How to apply the Scale and Govern phases of the GCL framework on AWS — batch…
# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems
Enterprise Retrieval-Augmented Generation (RAG) systems are under increasing pressure to deliver accurate answers with lower latency and sustainable…
Farmer Rank AI: Using Generative AI to Connect Farmers with the Right Buyers
Introduction Hello, I am Shaik Inzamam, a B.Tech Computer Science student and aspiring AI engineer from India. I enjoy building practical AI solutio…
AI Agents vs Automation: What’s the Difference and Which Should You Use?
The key difference in AI agents vs automation is control. Automation executes a path that people define in advance. An AI agent receives a goal, eva…
Stop Learning Machine Learning Before GenAI 🤖
Yes, you read that right. If your goal is to understand Generative AI, build LLM-powered applications, or prepare for a GenAI interview, you don't n…
🚀 The Complete Guide to MCP: Connecting AI Models with Real-World Tools
When I first heard about MCP, everyone kept saying: "MCP stands for Model Context Protocol." Honestly, that definition alone did not help me much. I…
DCD: доменно-ориентированная архитектура для построения RAG-систем
Привет! Это Роботы. Недавно мы выпустили статью на arXiv , где представили архитектурный подход DCD (Domain–Collection–Document) для структурировани…
Integrating Generative AI Into an Enterprise E-Learning Authoring Tool — What I Actually Learned
After 11 years building e-learning software at a major enterprise, here’s what surprised me when we started shipping GenAI features to real users. T…
Your AI Model Is Deployed… Now What? Monitoring, Observability & Why AI Systems Fail Silently
Your AI Model Is Deployed… Now What? Monitoring, Observability & Why AI Systems Fail Silently Most teams think deployment is the finish line. Th…
How I Built a 7-Layer NL2SQL Guardrail Stack for a Fortune 500 Enterprise
The Problem Nobody Talks About Everyone's building Text-to-SQL demos. Feed a question to GPT-4, get a SQL query, run it, return results. It works be…
Семантический слой: архитектура, подходы и роль в эпоху AI-аналитики
Привет, Хабр! В последние годы все чаще в разговорах про современные дата-платформы звучит термин «семантический слой». Сама идея семантического сло…
How to Choose the Right AI Course in Mumbai
* How to Choose the Right AI Course in Mumbai (From Someone Who Teaches One) I know how this looks. * _ A co-founder of an AI training institute wri…
Проектирование архитектуры в нотации ArchiMate с использованием ИИ. Часть 2
Всем привет! Меня зовут Владимир Зуев, я руководитель разработки JAVA-практики в компании Axenix. Сегодня я хочу представить новую часть из цикла ст…
Your AI agent already emits OpenTelemetry. Why aren't you watching it?
TL;DR : Spring AI, LangChain4j, Koog (Kotlin), the Python OpenLLMetry-style instrumentations, and the Go OTel SDKs all emit gen_ai.* spans natively…
Проектирование архитектуры в нотации ArchiMate с использованием ИИ. Часть 1
Всем привет! Меня зовут Владимир Зуев, я руководитель разработки JAVA-практики в компании Axenix. Сегодня я хочу рассказать о нотации ArchiMate, исп…