Articles on AI automation, web development, Next.js, SEO, and scaling e-commerce businesses. 106 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.
Qwen Code vs Kimi Code: The Free AI Coding Agent Wave Is Here
Qwen Code and Kimi Code turned July 2026 into an agent-tools month, not just a model month. Here is where each tool wins, where OmniRoute and OfficeCLI fit, and why I still keep premium models in reserve.
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Uygar DuzgunJul 25, 2026
10 min read
AIOpenAIAnthropic+5
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AI Reasoning Tokens: More Tokens, Better Results, More Power
OpenAI and Anthropic make the tradeoff visible: better AI answers often need more reasoning tokens, more inference compute, and more electricity.
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Uygar DuzgunJul 14, 2026
7 min read
AICode AgentsMCP+3
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Code Agents After 21.54 Billion Tokens: What’s Missing?
I ran 21.54 billion activity tokens through real code-agent work. The models improved, but the system still matters more.
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Uygar DuzgunJul 12, 2026
8 min read
AILearningYouTube+1
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Shoutout: Matthew Berman Makes AI Easier to Understand
A short thanks to Matthew Berman for explaining AI clearly and making complex ideas easier to understand.
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Uygar DuzgunJul 8, 2026
1 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
AIComputer VisionRoboflow+2
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Roboflow Supervision: Benchmarks for Apps
Supervision is not another model. It is the tool layer that turns computer vision outputs into something apps can use.
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Uygar DuzgunJul 3, 2026
8 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
WordPressEmDashCloudflare+6
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WordPress Is Dead as the Default Website Builder
WordPress still dominates the web, but Cloudflare's EmDash and AI-assisted builds show why it is no longer the default choice for custom websites.
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Uygar DuzgunJun 30, 2026
9 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.
