I Built a Custom MCP Server That Publishes My Blogs for Me: A Debugging Log
I Built a Custom MCP Server That Publishes My Blogs for Me Why I Started This I've been deep in AI engineering prep lately — deployed a couple of full…
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Agent Memory & Context Engineering
How agents remember - and why deciding what to forget is the real skill An agent that starts every step with a blank mind cannot really pursue a goal.…
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 solutions…
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, evalu…
We're experimenting with AI-powered anime-style documentation.
Instead of writing long build logs or recording traditional vlogs, my co-founder and I wanted to try something different. We're documenting our startu…
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 nee…
🚀 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 k…
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 структурирования …
Ааа, всё пропало! AI создаёт дырявый код! Что же делать?
Сегодня за утренним кофе прочитал статью “70% разработчиков считают ИИ-код дырявым, при этом 30% всех опрошенных деплоят его в прод”. Внезапного для м…
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. The…
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. The …
The AI Engineer Portfolio Checklist That Actually Lands Contract Work (Not Just Job Interviews)
Most portfolio guides are written for people chasing full-time jobs. This one is written for AI engineers who want to get paid — contract by contract,…