📰 Medium · Python

Now we’re moving from hardcoded prompts to reusable prompts. Continue reading on Medium »

Large Language Models are becoming a major part of modern applications. Continue reading on Medium »

A practical guide to building multi-agent AI systems with Model Context Protocol (MCP), Python, and modern orchestration. Continue reading on Medium »

Access to rapid, accurate medical diagnostics remains a critical challenge in remote and resource-constrained regions. To bridge this gap… Continue reading on M

Episode 4: Let the helpdesk model request facts without giving it unchecked access Continue reading on Medium »

Every vendor demo of LLM-based OCR looks the same: a clean, well-lit scan of a neatly filled form, and a model that reads it perfectly… Continue reading on Medi

Becoming an AI engineer in 2026 is less about memorizing every machine learning algorithm and more about learning how to build reliable… Continue reading on Med

The rapid evolution of Generative AI has brought us to a pivotal moment in 2026. While the excitement surrounding Large Language Models… Continue reading on Med

Welcome back! In Part 1, we set up our local LLM. In Part 2, we mastered prompt engineering. In Part 3, we built a RAG backend that can… Continue reading on Med

Every company on Earth wants to launch generative AI features right now. They want customer support bots that never sleep, internal search… Continue reading on

RAG can make an LLM useful with private and changing data, but it also adds latency, infrastructure, and failure modes. The real… Continue reading on Medium »

Explore LangChain in 2026 and learn how it helps developers build powerful AI applications. This complete guide explains chains, agents… Continue reading on Med

A practical guide to moving beyond generic ChatGPT wrappers into production-grade LLM applications. Continue reading on Medium »

Some thoughts about LLM Tool error handling. Continue reading on Medium »

Last month an AI coding assistant suggested I call list.fastPartition() on a Python list. Continue reading on Medium »

If you’re job hunting in tech right now, you already know the market has changed. “I know Python” doesn’t cut it anymore. What gets you… Continue reading on Med

Large Language Model (LLM) projelerinde API maliyetlerini optimize etmek ve bağlam penceresini (context window) aşmamak için isteklerin… Continue reading on Med

If you’re learning LangChain, you’ve probably noticed something confusing — why are there so many different LangChain packages? Continue reading on Medium »

Na aula anterior criamos nosso primeiro agente e deixamos o LLM decidir quando precisava utilizar uma ferramenta. Mas nem sempre queremos… Continue reading on M

Data Contracts and Pydantic to leverage the latest Structured Output capabilities. Continue reading on Medium »

How I combined document retrieval, embeddings, ChromaDB, LangGraph, and Groq Llama to build a document-based conversational AI assistant. Continue reading on Me

LLMs are brilliant at sounding right. That is also the problem. Continue reading on Medium »

You don’t need another 47-tab AI roadmap. Start with these six. Continue reading on Medium »

Desde que esse tema virou o mais hypado do LinkedIn e das empresas, eu não queria ser mais um comparando LLMs ou até mesmo vendendo… Continue reading on Medium