Articles by Tag #llm
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
Run DeepSeek-R1 on Your Laptop with Ollama
Yesterday, DeepSeek released a series of very powerful language models including DeepSeek R1 and a...
Docker Can Run LLMs Locally. Wait, What!?
Using Docker to run Large Language Models (LLMs) locally? Yes, you heard that right. Docker is now...
Using Deepseek r1 in Visual Studio Code for free.
With the rapid advancement in Large Language Models (LLMs), Deepseek-r1 has emerged as a top...
Fine-Tuning A LLM Small Practical Guide With Resources
I tried to fine-tune a DeepSeek model but failed, then I tried to do it with Llama and I couldn't...
Peer Programming with LLMs, For Senior+ Engineers
This article contains a collection of resources for senior (or staff+) engineers exploring the use of LLM for collaborative programming.
Breaking News: OpenAI Rebrands to OpaqueAI
TL;DR OpenAI launched MCP support in September 2025. It broke immediately. For two months,...
We should still teach coding
Software written using generative AI is all over the web. Performance and security issues abound....
Why CSS Is So Hard for Generative AIs to Understand?
CSS is one of those things that looks simple, until you actually try to reason about it. Most people...
Run MCP Servers In Seconds With Docker
Model Context Protocol (MCP) has taken the AI world by storm. It has become the de facto standard for...
The Hidden Risk of Letting ChatGPT Touch Your Code
I wrote this after spending an entire day fixing the chaos that ChatGPT caused in my live...
LangChain4J musings, six months after
Last year, I started to dig a bit around LangChain4J. It's a fast-growing project, and I wanted to...
AI Agents: how they work and how to build them
Have you heard about AI Agents? Of course, you heard about them. These are the intelligent agents who...
Deepseek R1 vs OpenAI o1
Deepseek R1 is out - available via Deepseek API or free Deepseek chat. If you are following LLM/Gen...
Agentic Engineering: Lessons Learned Vol. 1
The buzz around agentic engineering is deafening, and for good reason: it promises to be a massive...
Becoming the Prediction Machine
I need to tell you something I've been afraid to admit. I don't write most of my code anymore. An...
LLM Function-Calling Performance: API- vs User-Aligned
Performance of API-Aligned vs User-Aligned LLM Functions Large language models (LLMs) have...
Running Local AI on Linux With GPU: Ollama + Open WebUI + Gemma
Hello, I'm Maneshwar. I'm working on FreeDevTools online currently building **one place for all dev...
🧠OrKa docs grew up: a YAML-first reference for Agents, Nodes, and Tools
I rewrote a big slice of OrKa’s documentation after some painfully honest feedback. The summary of...
Building a Production-Ready Medical AI Assistant with Python FastAPI, Tavili, Gemini & LangChain
Complete Guide: From Zero to Production Table of...
Why Most AI Teams Are Stuck 🤔
A few years ago, I worked on a Generative AI project, a customer-facing AI assistant. The company had...
I built my complete side-project in a day using Claude Code and MCP, now you know why they don't hire jr devs anymore
I've been vibe coding since almost before Karpathy named it vibe coding, but yeah, I don't wish to,...
Bifrost: The Fastest LLM Gateway for Production-Ready AI Systems (40x Faster Than LiteLLM)
If you’ve ever scaled an LLM-powered application beyond a demo, you’ve probably felt it. Everything...
Lean RAG MVPs: How to Build Retrieval-Augmented Tools Without Heavy Infrastructure
Introduction: Why Start Lean Retrieval-Augmented Generation (RAG) is one of the most...
🧠 Human Intelligence vs. LLMs
I was doing investigative research and found a crucial bit of information in a single article. I then...
DeepSeek-R1 on Cursor with Ollama
So guys, there are many options using local llm but the DeepSeek-R1 is drop a weeks ago. If you want...
AI Dev: Testing Kiro
Kiro is a yet another VSCode fork (just like Cursor or Windsurf) that integrates AI coding features....
Can We Really Trust AI? Lies, Poison, and the Need for Responsible AI
These days, it feels like Large Language Models (LLMs) and conversational agents are taking over the...
MCP Servers That I Use as a Technical Founder
There's been a flood of demos lately showing off how MCP servers can write WhatsApp messages or book...
From 70K to 2K Tokens: Optimizing SQL Generation with RAG Architecture
My goal was to improve data insights for my company's business using RAG. I wanted to create a...
SLMs, LLMs and a Devious Logic Puzzle Test
Recently I was putting together some methods to test the performance of a quantized version of...