Articles on AI automation, web development, Next.js, SEO, and scaling e-commerce businesses. 120 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.
AI shopping agents can only buy from stores that expose clean product data, consistent schema, and machine-readable commercial terms. Here is the operator checklist I use to get stores ready.
U
Uygar DuzgunJun 18, 2026
16 min read
SEOE-commerceNext.js+5
Read article
Lighthouse SEO Score: 100 on an Ecommerce Category Page
A real ecommerce category page hit Lighthouse 100 SEO, 100 accessibility, 100 best practices, and 97 mobile performance.
U
Uygar DuzgunJun 17, 2026
8 min read
TiptapReactNext.js+5
Read article
Tiptap React Editor: How We Made PageBuilder HTML Blocks Simple
We added a Tiptap React editor to our ecommerce PageBuilder so merchants can build HTML blocks without touching raw markup.
U
Uygar DuzgunJun 17, 2026
8 min read
OpenAIGPT-5.6GPT-5.5+5
Read article
OpenAI GPT-5.6: Facts, Rumors, and the Claude Fable 5 Gap
GPT-5.6 is not official yet. Here is the sourced view of GPT-5.5, Claude Fable 5, and the gap OpenAI may need to close.
U
Uygar DuzgunJun 14, 2026
9 min read
Claude Fable 5AnthropicAI models+5
Read article
Claude Fable 5 Is the Best Model on the Market Right Now
Anthropic dropped Claude Fable 5 today and I let it loose on a legacy CRM. It planned, shipped and tested a full rebuild in one day. Nothing else comes close.
U
Uygar DuzgunJun 9, 2026
7 min read
PrestaShopMigrationDirectAdmin+5
Read article
PrestaShop Migration from Hestia to DirectAdmin
A practical anonymized case study on moving a PrestaShop backend from Hestia to DirectAdmin with Redis, cron migration, cache checks, and AI review.
U
Uygar DuzgunJun 8, 2026
8 min read
AIClaude Opus 4.8Claude Code+4
Read article
Claude Opus 4.8 Review: It Beat Codex on My Real Codebase
Claude Opus 4.8 dropped today. After testing it against Codex (GPT-5.5) on my real production codebase, here's my honest verdict — and where each one still wins.
U
Uygar DuzgunMay 28, 2026
8 min read
AIHermesNVIDIA NIM+2
Read article
Hermes NVIDIA NIM Fallback: Free Backup for Dead Providers
How I added NVIDIA NIM as a free fallback in Hermes Agent so the next OpenRouter outage does not silently break my Telegram bot.
U
Uygar DuzgunMay 17, 2026
7 min read
AIClaude CodeCodex+3
Read article
AI Peer Review: Free Skill Bridging Claude, Codex, Gemini
A free open-source Claude Code skill that lets Claude, Codex, and Gemini review each other's code via CLI. Install in 30 seconds.
U
Uygar DuzgunMay 13, 2026
9 min read
AIHermesOpenClaw+2
Read article
Hermes vs OpenClaw: My Raspberry Pi Agent Setup
My Hermes vs OpenClaw takeaway after testing both locally: OpenClaw is impressive, but Hermes fits my agent workflows better.
U
Uygar DuzgunMay 11, 2026
9 min read
AIAutomationEngineering
Read article
AI Invoice Automation: 7 Safety Checks for Perfex CRM
A practical case study on AI invoice automation: verified PDFs, deduplication, reference-field checks, and safe Perfex CRM expense handling.
U
Uygar DuzgunMay 9, 2026
17 min read
AIAutomationCloud+6
Read article
Cloudflare EmDash and the Optagonen.se CMS Question
Cloudflare EmDash is early, but its plugin security, MCP, and agent-native CMS model make it worth testing for Optagonen.se.