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 Engineering Build Log: What I Shipped in July 2026
July's work spanned a notarized macOS release, controlled music-analysis tests, public SEO actors, internal TestFlight builds, and deliberate non-releases.
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Uygar DuzgunAug 10, 2026
9 min read
AILLM InfrastructurePrompt Caching+2
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LLM Prompt Caching Economics: Measure Before You Buy GPUs
Prompt caching can change cloud-versus-local LLM economics, but only when workloads reuse stable prefixes. Measure before you provision.
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Uygar DuzgunJul 30, 2026
16 min read
AIClaude Fable 5Claude Code+7
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24h with Claude Fable 5
I spent 24 hours with Claude Fable 5 across AI bridge reviews, MCP work, and a headless WordPress clone. This is where it felt different.
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Uygar DuzgunJul 2, 2026
8 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
SEOE-commerceNext.js+5
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Lighthouse SEO Score: 100 on an Ecommerce Category Page
A real ecommerce category page hit Lighthouse 100 SEO, 100 accessibility, 100 best practices, and 97 mobile performance.
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Uygar DuzgunJun 17, 2026
8 min read
TiptapReactNext.js+5
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Tiptap React Editor: How We Made PageBuilder HTML Blocks Simple
We added a Tiptap React editor to our ecommerce PageBuilder so merchants can build HTML blocks without touching raw markup.
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Uygar DuzgunJun 17, 2026
8 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
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
AIEngineeringOpenClaw+1
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Building AI Agents That Actually Work
How I built OpenClaw — an AI orchestration framework that manages autonomous agents with human oversight and real business results.