▸ Tag · #architecture
Posts tagged #architecture.
17 posts with this tag.
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AIMachine learning vs generative AI
Machine Learning predicts; Generative AI creates. The discriminative-vs-generative split decides your architecture, infra, and monthly cloud bill.
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ArchitectureScaling with RabbitMQ: why message brokers matter
Synchronous controllers are how monoliths die. RabbitMQ exchanges and queues, the strangler pattern for going async, and idempotent Laravel workers.
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ShopifyBuilding secure agentic commerce on Shopify in 2026
How agentic commerce on Shopify stays safe: UCP negotiation, an MCP governance layer, scoped credentials, signed requests, and human approval at checkout.
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ArchitectureMCP vs A2A vs ACP: the agent protocol stack
MCP connects agents to tools, A2A connects agents to each other, and ACP has folded into A2A. How the two-layer agent protocol stack fits together in 2026.
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ArchitectureModular monoliths first: why microservices can wait
Distributed systems are the priciest fix for a problem you don't have. How to build a modular monolith, own data per module, and know when to split.
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ArchitectureStateless vs stateful apps: the architecture split
Stateful servers remember; stateless servers forget by design. Why horizontal scaling, sticky sessions, and shared Redis decide the architecture split.
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AIVector search vs graph search for RAG
Compare vector search and graph search for RAG. When to use embeddings via pgvector vs relationship-based knowledge graphs — and why GraphRAG often wins.
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ArchitectureSynchronous vs asynchronous communication
The technical differences between synchronous and asynchronous architectures in Laravel and Shopify, and how queues, jobs, and webhooks help you scale.
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CareerSolutions architect vs forward deployed engineer
Solutions architect vs forward deployed engineer: one owns the blueprint, the other owns the outcome. Who carries delivery risk, and which you need.
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AIRAG vs fine-tuning: choosing your AI architecture
RAG vs fine-tuning for production LLMs — knowledge vs behavior, latency, cost, privacy, and the hybrid approach. How to pick the right AI architecture.
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ArchitectureLoad balancer vs API gateway
Load balancers distribute traffic; API gateways enforce policy. The real differences, when to use each, and how to layer both in a production stack.
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ArchitectureHorizontal vs vertical scaling
Learn the key differences between horizontal and vertical scaling. Discover the right architectural strategy for scaling your web application effectively.
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ArchitectureAPI vs MCP: connecting AI systems
The core differences between traditional APIs and the Model Context Protocol (MCP) — and when to use each to build scalable, agentic AI systems.
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ArchitectureEvent-driven architecture with Google Pub/Sub
Decouple your services or drown in latency. Topics, fan-out, push vs pull, dead-letter queues, and idempotent consumers in a Laravel Pub/Sub blueprint.
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ArchitectureVibe coding: the shift to agentic workflows
MCP, agentic loops, and intent-based engineering. How vibe coding becomes a real architecture pattern, plus the Laravel and MCP stack I run today.
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LaravelLaravel multi-tenancy: a scalable SaaS architecture
Single DB vs multi-DB, global scopes that stop data leaks, stancl/tenancy in production, isolated storage, automated migrations, and a Docker plus Cloud setup.
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ShopifyShopify Liquid vs. headless: picking the right stack
Hydrogen looks great on paper, but Liquid still ships more revenue per week. A practical framework for choosing Liquid, headless Hydrogen, or the messy middle.
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