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.
Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3: Best First Model
For most agent builders, Gemini 3.6 Flash is the practical first choice; GPT-5.6 Sol is the escalation model, and Kimi K3 is the alternative when you want price-performance or long-context variety.
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Uygar DuzgunJul 26, 2026
13 min read
AIAutomationDev Tools
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Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3
My July 2026 routing order is Gemini 3.6 Flash first, GPT-5.6 Sol second, Kimi K3 third — unless cost, coding quality, or long context changes the job.
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Uygar DuzgunJul 26, 2026
12 min read
AINVIDIAGLM-5.2+3
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GLM-5.2 NVIDIA Free API: Benchmarks and Limits
GLM-5.2 is now on NVIDIA's free API. Here are the benchmark numbers, the 40 RPM limit, and why max tokens need practical testing.
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Uygar DuzgunJul 3, 2026
7 min read
AIClaude Fable 5Claude Code+7
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24h with Claude Fable 5
I spent 24 hours with Claude Fable 5 across AI bridge reviews, MCP work, and a headless WordPress clone. This is where it felt different.
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Uygar DuzgunJul 2, 2026
8 min read
AIClaude CodeCodex+4
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Claude Code /loop and /goal vs OpenAI Codex /goal
How I use Claude Code /loop, Claude /goal and OpenAI Codex /goal to turn AI coding agents into verifiable long-running workflows.
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Uygar DuzgunJun 25, 2026
11 min read
AIDev ToolsOpen Source+2
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Best Free AI Coding Tools: The Stack I'd Use in 2026 After GPT-5.5
GPT-5.5 raised the bar, Claude Fable 5 vanished three days after launch, and Google pushed Gemini CLI users toward Antigravity. This is the $0 coding stack I would use now.
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Uygar DuzgunJun 21, 2026
10 min read
AIClaude Opus 4.8Codex+6
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Hybrid AI Code Review: Claude Opus 4.8 + Codex in a Loop
Two frontier models in a loop: Claude Opus 4.8 writes each fix, Codex reviews it through my AI bridge, and a real build votes. 39 production fixes, none by hand.
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Uygar DuzgunJun 20, 2026
7 min read
AIAutomationDev Tools+1
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MCP Developer Workflows: The Real Control Layer
MCP developer workflows are the control layer for production agents: scoped tools, approval gates, source-backed context, and replayable actions.
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Uygar DuzgunJun 19, 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
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
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
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.
