Home / Blog / Tech tech 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
Grok 4.5 vs GPT-5.6 Sol and Claude Fable 5: Benchmark Verdict Grok 4.5 reaches the frontier at lower cost. See where it beats GPT-5.6 Sol and Claude Fable 5—and why I am keeping my current stack.
U Uygar Duzgun Jul 18, 2026
Kimi K3 Moonshot AI GPT-5.6 Sol +5
Kimi K3 vs GPT-5.6 Sol and Claude Fable 5: Benchmark Verdict Kimi K3 reaches the frontier and wins key coding tests. My benchmark-based verdict: test it, but keep OpenAI and Anthropic in production.
U Uygar Duzgun Jul 18, 2026
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.
U Uygar Duzgun Jul 14, 2026
Kiddays App: The Private Family Journal I’m Building Kiddays is my private iOS journal for saving photos, voice notes, milestones and family memories without ads or a public feed.
U Uygar Duzgun Jul 14, 2026
Vercel ISR Writes: How I Hit 200,000 and Fixed It AI made Vercel the easy default. A broad Next.js cache strategy exhausted my ISR quota. This is the audit and fix I wish I had first.
U Uygar Duzgun Jul 14, 2026
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.
U Uygar Duzgun Jul 12, 2026
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.
U Uygar Duzgun Jul 8, 2026
OpenAI GPT-5.6: What Sol, Terra, and Luna Mean for Real AI Work OpenAI's rumored Thursday launch looks like GPT-5.6 Sol, Terra, and Luna. Here is what changes and how I would route them in real agent systems.
U Uygar Duzgun Jul 8, 2026
MCP Ecommerce: How We Updated 52 Product Pages in Under Two Minutes How MCP ecommerce connects competitor research, SEO tools, product data, security, user roles, skills, FAQ generation, and controlled publishing.
U Uygar Duzgun Jul 6, 2026
Earn Money With AI Agents: My Apify MCP SEO Workflow How I package AI agents into paid SEO article services with Apify, MCP, website context, scoring, rewrites, and images.
U Uygar Duzgun Jul 4, 2026
SEO Articles with Apify, MCP, and Website Context A direct breakdown of the service: SEO drafts, scoring, rewrites, images, pricing, and how customers connect Apify MCP per client.
U Uygar Duzgun Jul 4, 2026
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.
U Uygar Duzgun Jul 3, 2026
Previous page 1 2 3 4 5 … 8 Next page Grok 4.5 vs GPT-5.6 Sol and Claude Fable 5: Benchmark Verdict Grok 4.5 reaches the frontier at lower cost. See where it beats GPT-5.6 Sol and Claude Fable 5—and why I am keeping my current stack. Kimi K3 vs GPT-5.6 Sol and Claude Fable 5: Benchmark Verdict Kimi K3 reaches the frontier and wins key coding tests. My benchmark-based verdict: test it, but keep OpenAI and Anthropic in production. 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. Kiddays App: The Private Family Journal I’m Building Kiddays is my private iOS journal for saving photos, voice notes, milestones and family memories without ads or a public feed. Vercel ISR Writes: How I Hit 200,000 and Fixed It AI made Vercel the easy default. A broad Next.js cache strategy exhausted my ISR quota. This is the audit and fix I wish I had first. 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. 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. OpenAI GPT-5.6: What Sol, Terra, and Luna Mean for Real AI Work OpenAI's rumored Thursday launch looks like GPT-5.6 Sol, Terra, and Luna. Here is what changes and how I would route them in real agent systems. MCP Ecommerce: How We Updated 52 Product Pages in Under Two Minutes How MCP ecommerce connects competitor research, SEO tools, product data, security, user roles, skills, FAQ generation, and controlled publishing. Earn Money With AI Agents: My Apify MCP SEO Workflow How I package AI agents into paid SEO article services with Apify, MCP, website context, scoring, rewrites, and images. SEO Articles with Apify, MCP, and Website Context A direct breakdown of the service: SEO drafts, scoring, rewrites, images, pricing, and how customers connect Apify MCP per client. 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. 
