▸ Blog · Page 2
More from the trenches.
Older posts. Same hot takes.
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ArchitectureAI integration vs traditional development: which is better for your business in 2026?
Speed, control, or a hybrid path? When AI-assisted development pays off, when traditional engineering is non-negotiable, and the hybrid workflow I recommend most often to founders and tech leads.
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DevOpsScaling with confidence: advanced Coolify deployment strategies
Move past the single-server trap. Multi-node Coolify setups, zero-downtime rolling deploys with health checks, dedicated build servers, managed databases, and GitHub Actions wiring — production-grade self-hosting without a DevOps team.
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ShopifyShopify Liquid vs. headless: choosing the right stack for scale
Hydrogen looks great on paper. Liquid still ships more revenue per week. A practical decision framework for picking between Liquid, headless Hydrogen, and the messy middle — based on what your team can actually operate long-term.
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AIPicking the right RAG stack: vector databases for AI engineering
pgvector, Pinecone, Weaviate, Qdrant — a 2026 field guide. Which vector store to pick for your AI app, why hybrid search matters, and how to ship without painting yourself into a corner.
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AIVibe coding: why your next project needs more than just logic
Logic is the skeleton. Vibe is the soul. Why taste, intent, and feel are the new senior-engineer superpowers in the Cursor + Claude era — and how to keep the codebase from turning into a ball of mud while you chase it.
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- Career
Hello, world. Yes, another developer blog.
Why this site exists, what I'll write about, and why neobrutalism is the right call for an engineer's portfolio in 2026.
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The newsletter no fluff.
One short email when I ship a post. Laravel internals, AI engineering notes, hot takes on Shopify Plus. No drip funnels, no upsells.