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.
A practical method for production-ready Cloudflare beta waitlists with double opt-in, Turnstile, hashed tokens, SMTP, admin controls, and release gates.
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Uygar DuzgunJul 26, 2026
9 min read
AIRAGEvaluation+1
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RAG Evaluation: Test Retrieval Before Tuning the LLM
A research-backed workflow for finding whether a RAG system failed at retrieval, grounding, abstention, or operations.
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Uygar DuzgunJul 26, 2026
13 min read
AI AgentsAI SecurityPermissions+3
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AI Agent Permissions Need Deterministic Enforcement
Design an AI agent permission system that limits the impact of model mistakes, reduces approval fatigue, and produces verifiable action receipts.
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Uygar DuzgunJul 26, 2026
11 min read
AIAI Coding AgentsQwen Code+4
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Best Free AI Coding Agents 2026: Qwen Code vs Kimi Code
If you are trying to choose the best free AI coding agents in July 2026, start with Qwen Code versus Kimi Code, then keep Codex as the premium fallback for the tasks that are expensive to get wrong.
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Uygar DuzgunJul 26, 2026
13 min read
AIGoogleOpenAI+5
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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
AINVIDIANIM+3
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NVIDIA NIM Free Models List 2026: The Best APIs for Coding and Agents
A practical July 2026 guide to the best free NVIDIA NIM models for coding, agents, multimodal work, and cheap API testing.
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Uygar DuzgunJul 25, 2026
11 min read
AIQwen CodeKimi Code+4
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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
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
GLMKimiClaude Fable 5+4
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GLM and Kimi vs Claude and GPT: Why Open Models Feel Constrained
My testing says GLM and Kimi follow known patterns while Claude and GPT explore. The benchmarks that measure this gap — and where it flips.
