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.
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.
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Uygar DuzgunJun 17, 2026
8 min read
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.
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Uygar DuzgunJun 17, 2026
8 min read
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.
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Uygar DuzgunJun 14, 2026
9 min read
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.
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Uygar DuzgunJun 9, 2026
7 min read
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.
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Uygar DuzgunJun 8, 2026
8 min read
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.
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Uygar DuzgunMay 28, 2026
8 min read
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.
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Uygar DuzgunMay 17, 2026
7 min read
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.
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Uygar DuzgunMay 13, 2026
9 min read
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.
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Uygar DuzgunMay 11, 2026
9 min read
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.
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Uygar DuzgunMay 9, 2026
17 min read
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.
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Uygar DuzgunApr 30, 2026
9 min read
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.