tech

AI, Code & E-commerce

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.

All106 AI64 Automation24 Dev Tools18 Next.js15 SEO12 Web Development10 Engineering10 Cloud5 E-commerce4 OpenClaw3 DevOps3

64 articles tagged AI

AI Bill of Materials: Track What Actually Runs

AIAI EngineeringSupply Chain Security+2

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AI Bill of Materials: Track What Actually Runs

A practical build-time and runtime inventory for models, datasets, APIs, agent tools, and unresolved dependencies.

Uygar DuzgunJul 28, 2026

18 min read

The LLM Tokenizer Tax: How Language Changes AI Cost and Context

AILLM EvaluationMultilingual AI+2

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The LLM Tokenizer Tax: How Language Changes AI Cost and Context

A practical guide to measuring multilingual token costs, context limits, and model tradeoffs.

Uygar DuzgunJul 28, 2026

14 min read

AI-Generated Books Are Growing Faster Than Reader Demand

AIPublishingCreator Economy+2

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AI-Generated Books Are Growing Faster Than Reader Demand

A 14,419-book study finds AI-heavy fiction gaining sales share while revenue per title falls. The causal story is less certain.

Uygar DuzgunJul 28, 2026

19 min read

How to Use AI for Learning Without Outsourcing Your Thinking

AILearningStudy Mode+1

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How to Use AI for Learning Without Outsourcing Your Thinking

Two July studies point to the same practical rule: use AI to explain, question and test your work without letting it replace the attempt.

Uygar DuzgunJul 28, 2026

17 min read

KV Cache Eviction Can Hide LLM Failures in Production

AILLM InferenceKV Cache+1

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KV Cache Eviction Can Hide LLM Failures in Production

A research-backed test plan for separating cache-induced regressions from hard tasks before a faster inference configuration reaches production.

Uygar DuzgunJul 26, 2026

12 min read

RAG Evaluation: Test Retrieval Before Tuning the LLM

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.

Uygar DuzgunJul 26, 2026

13 min read

Best Free AI Coding Agents 2026: Qwen Code vs Kimi Code

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.

Uygar DuzgunJul 26, 2026

13 min read

Gemini 3.6 Flash vs GPT-5.6 Sol: Where Kimi K3 Fits

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.

Uygar DuzgunJul 26, 2026

10 min read

Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3: Best First Model

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.

Uygar DuzgunJul 26, 2026

13 min read

Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3

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.

Uygar DuzgunJul 26, 2026

12 min read

Best Free AI APIs in 2026: What Still Works

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.

Uygar DuzgunJul 25, 2026

10 min read

NVIDIA NIM Free Models List 2026: The Best APIs for Coding and Agents

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.

Uygar DuzgunJul 25, 2026

11 min read

AI Bill of Materials: Track What Actually RunsA practical build-time and runtime inventory for models, datasets, APIs, agent tools, and unresolved dependencies.

The LLM Tokenizer Tax: How Language Changes AI Cost and ContextA practical guide to measuring multilingual token costs, context limits, and model tradeoffs.

AI-Generated Books Are Growing Faster Than Reader DemandA 14,419-book study finds AI-heavy fiction gaining sales share while revenue per title falls. The causal story is less certain.

How to Use AI for Learning Without Outsourcing Your ThinkingTwo July studies point to the same practical rule: use AI to explain, question and test your work without letting it replace the attempt.

KV Cache Eviction Can Hide LLM Failures in ProductionA research-backed test plan for separating cache-induced regressions from hard tasks before a faster inference configuration reaches production.

RAG Evaluation: Test Retrieval Before Tuning the LLMA research-backed workflow for finding whether a RAG system failed at retrieval, grounding, abstention, or operations.

Best Free AI Coding Agents 2026: Qwen Code vs Kimi CodeIf 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.

Gemini 3.6 Flash vs GPT-5.6 Sol: Where Kimi K3 FitsGemini 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.

Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3: Best First ModelFor 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.

Gemini 3.6 Flash vs GPT-5.6 Sol vs Kimi K3My 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.

Best Free AI APIs in 2026: What Still WorksThe best free AI API in July 2026 depends on access, not model hype. Here’s what still works and what doesn’t.

NVIDIA NIM Free Models List 2026: The Best APIs for Coding and AgentsA practical July 2026 guide to the best free NVIDIA NIM models for coding, agents, multimodal work, and cheap API testing.