tech

AI, Code & E-commerce

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.

95 articles

Lighthouse SEO Score: 100 on an Ecommerce Category Page
SEOE-commerceNext.js+5
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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.

Uygar DuzgunU
Uygar DuzgunJun 17, 2026
8 min read
Tiptap React Editor: How We Made PageBuilder HTML Blocks Simple
TiptapReactNext.js+5
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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.

Uygar DuzgunU
Uygar DuzgunJun 17, 2026
8 min read
OpenAI GPT-5.6: Facts, Rumors, and the Claude Fable 5 Gap
OpenAIGPT-5.6GPT-5.5+5
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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.

Uygar DuzgunU
Uygar DuzgunJun 14, 2026
9 min read
Claude Fable 5 Is the Best Model on the Market Right Now
Claude Fable 5AnthropicAI models+5
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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.

Uygar DuzgunU
Uygar DuzgunJun 9, 2026
7 min read
PrestaShop Migration from Hestia to DirectAdmin
PrestaShopMigrationDirectAdmin+5
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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.

Uygar DuzgunU
Uygar DuzgunJun 8, 2026
8 min read
Claude Opus 4.8 Review: It Beat Codex on My Real Codebase
AIClaude Opus 4.8Claude Code+4
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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.

Uygar DuzgunU
Uygar DuzgunMay 28, 2026
8 min read
Hermes NVIDIA NIM Fallback: Free Backup for Dead Providers
AIHermesNVIDIA NIM+2
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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.

Uygar DuzgunU
Uygar DuzgunMay 17, 2026
7 min read
AI Peer Review: Free Skill Bridging Claude, Codex, Gemini
AIClaude CodeCodex+3
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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.

Uygar DuzgunU
Uygar DuzgunMay 13, 2026
9 min read
Hermes vs OpenClaw: My Raspberry Pi Agent Setup
AIHermesOpenClaw+2
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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.

Uygar DuzgunU
Uygar DuzgunMay 11, 2026
9 min read
AI Invoice Automation: 7 Safety Checks for Perfex CRM
AIAutomationEngineering
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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.

Uygar DuzgunU
Uygar DuzgunMay 9, 2026
17 min read
Cloudflare EmDash and the Optagonen.se CMS Question
AIAutomationCloud+6
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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.

Uygar DuzgunU
Uygar DuzgunApr 30, 2026
9 min read
GPT-5.5 Skills Planning for Codex Agents
AIAutomationEngineering+5
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GPT-5.5 Skills Planning for Codex Agents

GPT-5.5 skills work better because the model plans longer, chooses tools more carefully, and verifies Codex workflows before calling them done.

Uygar DuzgunU
Uygar DuzgunApr 29, 2026
9 min read