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: Where Kimi K3 Fits
Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3 for AI agents: pricing, tool use, free testing, and the routing choice I would make on July 26, 2026.
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Uygar DuzgunJul 26, 2026
10 min read
AIAutomationDev Tools+1
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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
AIAPIsDeveloper Tools+2
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Best Free AI APIs in 2026: What Still Works
The best free AI API in July 2026 depends on access, not model hype. Here’s what still works and what doesn’t.
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Uygar DuzgunJul 25, 2026
10 min read
Perfex CRMAI FiltersEmail History+4
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What I Built This Week: Perfex CRM Modules and Admin UX
A practical look at the the Perfex CRM admin layer work I shipped this week: Email History, AI Filters, mobile admin UX, lead next steps, and release gates for Perfex CRM.
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Uygar DuzgunJul 24, 2026
8 min read
MCPAI agentsEcommerce+4
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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.
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Uygar DuzgunJul 6, 2026
11 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
AIAutomationE-commerce+1
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Agentic Commerce Checklist for E-commerce Stores
AI shopping agents can only buy from stores that expose clean product data, consistent schema, and machine-readable commercial terms. Here is the operator checklist I use to get stores ready.
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Uygar DuzgunJun 18, 2026
16 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
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.
