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.
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
AIClaude Opus 4.8Claude Code+4
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Claude Opus 4.8 Review: It Beat Codex on My Real Codebase
Claude Opus 4.8 dropped today. After testing it against Codex (GPT-5.5) on my real production codebase, here's my honest verdict — and where each one still wins.
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Uygar DuzgunMay 28, 2026
8 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
AIClaude CodeCodex+3
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AI Peer Review: Free Skill Bridging Claude, Codex, Gemini
A free open-source Claude Code skill that lets Claude, Codex, and Gemini review each other's code via CLI. Install in 30 seconds.
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Uygar DuzgunMay 13, 2026
9 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.
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Uygar DuzgunApr 30, 2026
9 min read
AIAutomationEngineering+5
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GPT-5.5 Skills Planning for Codex Agents
GPT-5.5 skills work better because the model plans longer, chooses tools more carefully, and verifies Codex workflows before calling them done.
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Uygar DuzgunApr 29, 2026
9 min read
AIAutomationDev Tools+4
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Memento Native 2.0.6: lokal Mac-tidslinje med appfilter
En introduktion till Memento Native 2.0.6: en local-first macOS-app för skärmminne, OCR-sökning och appfilter i Timeline.
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Uygar DuzgunApr 23, 2026
7 min read
AISecurityPrompt Injection+3
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AI Chatbot Security Testing: 10 Attacks on My Booking Bot
I ran 10 prompt injection attacks against my GPT-powered booking chat. 9 were blocked. The one that wasn't led to rate limiting, server-side validation, and a much harder system.
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Uygar DuzgunApr 8, 2026
7 min read
AIAutomationCloud+1
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Free AI Models API: NVIDIA NIM Case Study 2026
I used NVIDIA NIM’s free development endpoint and Qwen3.5-397B-A17B to translate 25,000+ words. Updated July 2026 with current trial limits and API comparisons.
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Uygar DuzgunApr 4, 2026
16 min read
AIDeveloper ToolsWorkflow+1
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Cross-Repo AI Context: Make AI Understand Your Full System
Cross-repo AI context helps your AI IDE understand multiple projects, repos, folders, integrations, and environments as one working system.
