Model Context Protocol: The Simple "Recipe" That's Finally Making AI Useful
Tired of AI that just talks instead of does? This is your guide to the Model Context Protocol (MCP), the breakthrough standard that acts as a universal translator between AI and any app. We break down exactly what it is, why it's not just another API, and how it's creating a future where AI can finally get things
AI Can Design? Think Again. The Brutal Reality Behind the Hype
AI design tools promise speed but deliver generic, uninspired layouts. This article dives into the reality behind the hype, exploring why human taste, intuition, and creativity remain essential for making a product that truly stands out.
Reverse Proxy for Beginners: What It Is, How It Works, and Why You Need One
A reverse proxy is one of the most powerful yet least understood components of modern web infrastructure. Acting as an intermediary between users and backend servers, it handles incoming traffic, improves performance, and strengthens security. This in-depth beginner’s guide breaks down the concept of reverse proxies in simple terms - explaining how they route requests, balance server loads, manage SSL certificates, and protect sensitive backend systems from public exposure.
OpenAI’s New GPT-OSS Models: Why Everyone’s Buzzing
OpenAI has shaken up the AI world by releasing GPT-OSS, its first open-weight models since 2019. This is a massive gift to developers and enthusiasts, offering a powerful, state-of-the-art AI brain that you can run on your own laptop, completely free and open for commercial use under the Apache 2.0 license.
Fine-Tuning LLM Agents: Memory-Based Optimization Without Retraining
Explore how to fine-tune LLM agents without retraining weights, using memory, retrieval, and tools. Learn to finetune agents with a practical 90-minute workflow inspired by Memento, boosting performance on new tasks.
n8n workers and queue mode: A Beginner-Friendly Guide to Scaling
This beginner-friendly guide explains n8n workers and queue mode, showing how Redis and PostgreSQL enable scalable, distributed workflows. Learn the core pieces, a copy-paste setup, and practical troubleshooting to grow without becoming a DevOps expert.
DNS Records Explained for Beginners: A 2025 Guide to Domains, Nameservers, and Email Routing
DNS Records Explained for Beginners walks you through A, MX, CNAME, DMARC and more in plain English. This guide uses simple analogies and practical steps to help you manage domains, nameservers, and email routing with confidence.
Git Rebase vs Git Merge: A Beginner's Guide to the Right Workflow
This beginner's guide explains git rebase vs git merge in plain English, with practical examples and practice. Learn when to rebase, when to merge, and how to resolve conflicts for a clean, linear history.
Beyond the Hype: Vector Search Limitations and What To Do Instead
This beginner-friendly guide explains Vector Search Limitations, where it shines and where it breaks. It offers practical, ready-to-use strategies—hybrid search, reranking, and smarter embeddings—to avoid slow vector search and inaccurate RAG results.
GPT Realtime and the OpenAI Realtime API: Voice Agents That Feel Human
GPT Realtime (gpt-realtime) is OpenAI's voice-first model that delivers low-latency, human-sounding voice agents. This post explains how the Realtime API works, its multimodal capabilities (including image input and tool calls), and how to start a quick pilot with your stack.
Mastering LLM Temperature: Control Creativity Without Losing the Plot (2025)
Learn how LLM Temperature shapes temperature creativity and coherence. This guide explains how to use temperature, top-p, and sampling to balance precision and imagination, with practical presets for precise, balanced, and creative writing.