Articles on AI automation, web development, Next.js, SEO, and scaling e-commerce businesses. 95 articles.
I write about the tools and systems I actually build with — from multi-agent AI pipelines and MCP servers to Next.js full-stack apps, Supabase backends, and SEO automation. Every article comes from a real project: shipping production code, scaling e-commerce stores, or wiring up AI agents that do useful work. If you're a developer, founder, or just curious about how modern web stacks fit together, you'll find practical walkthroughs, honest trade-offs, and working code examples here. Topics span AI and LLM integration, cloud infrastructure (Vercel, AWS, Docker), developer tooling, and the business side of building software products.
How I Built an AI Content Pipeline That Writes Like Me
I built an AI content pipeline that writes like me using author context, Search Console data, and real internal links.
U
Uygar DuzgunMar 26, 2026
9 min read
audio analysispythonmachine learning+3
Read article
Voice Gender Detection in Audio: From Spectral Analysis to ML Models
How we improved voice gender classification in our audio analyzer — from unreliable 100% confidence scores to honest estimates using better features and ML approaches.
U
Uygar DuzgunMar 26, 2026
4 min read
AIDev ToolsWeb Development
Read article
Claude Code vs Cursor: Honest Developer Comparison for 2026
I compared Claude Code, Cursor, and GitHub Copilot in real workflows. Here's what actually saves time in 2026.
U
Uygar DuzgunMar 26, 2026
10 min read
AIAutomationDev Tools
Read article
Build MCP Server with TypeScript: My Practical Guide
Learn how I build MCP server projects from scratch with TypeScript, tools, transports, and real AI agent workflows.
U
Uygar DuzgunMar 26, 2026
12 min read
AIAutomationCRM+3
Read article
AI Automation Ecosystem CRM: My 3-System Build
How I built OW-Panel, AutoMail, and OW Autopost into one AI automation ecosystem CRM for small business growth.
U
Uygar DuzgunMar 26, 2026
11 min read
AIAutomationNext.js+1
Read article
Custom CRM CMS with Next.js and AI Agents in 2026
How I built a custom CRM CMS with Next.js, Supabase, and AI agents to run 500+ posts, SEO workflows, and multilingual publishing.
U
Uygar DuzgunMar 25, 2026
18 min read
SEOAINext.js+1
Read article
Search Console FAQ Schema: Build a PAA Feature Fast
Turn real Google Search Console queries into a People Also Ask-style FAQ system with AI, review layers, and valid FAQPage schema.
U
Uygar DuzgunMar 25, 2026
24 min read
AIAutomationCloud+2
Read article
Automate 404 Redirects on Vercel with AI Agents
I used Vercel logs, Claude Code, and bulk 301 rules to automate 404 redirects after a WordPress-to-Next.js migration and protect rankings.
U
Uygar DuzgunMar 24, 2026
16 min read
CloudDevOpsNext.js+1
Read article
Vercel vs Stormkit: Proven Deployment Guide for Teams
I break down vercel vs stormkit so you can choose the right deployment platform for pricing, previews, control, and portability.
U
Uygar DuzgunMar 23, 2026
15 min read
tailwind-cssframer-motionnextjs+5
Read article
Tailwind v4 and Framer Motion UI Stack
My Tailwind v4 and Framer Motion stack for a cinematic, fast personal site—plus the exact choices I would keep or change.
U
Uygar DuzgunMar 23, 2026
14 min read
obsidianai-agentsdocumentation+5
Read article
Obsidian AI Documentation for E-Commerce Systems
Build obsidian ai documentation that stays accurate by connecting AI agents to real code and cleaning your vault on a schedule.
U
Uygar DuzgunMar 23, 2026
9 min read
aiflaskpython+4
Read article
AI Album Release Pipeline with Flask, Dropbox, GPT-image-1
I built an AI album release pipeline to automate cover art, Dropbox scanning, and DistroKid uploads without losing creative control.
