▸ Tag · #architecture
Architecture.
System design trade-offs written down honestly: what each option costs, where it breaks, and when the simpler answer is the right one.
-
AIMachine learning vs generative AI
Machine Learning predicts; Generative AI creates. The discriminative-vs-generative split decides your architecture, infra, and monthly cloud bill.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
AIStop reading every line of AI-generated code
Line-by-line review breaks on agent-sized diffs. How I moved to specs, property tests, and a multi-agent review pipeline — and the 3% I still read.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
ArchitectureHorizontal vs vertical scaling
Learn the key differences between horizontal and vertical scaling. Discover the right architectural strategy for scaling your web application effectively.
Read post →
-
AILLM vs AI agent: from prompts to action
The architectural shift from LLMs to autonomous AI agents. How memory, tool-use, and planning turn a stateless model into a system that takes action.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
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.
Read post →
-
ArchitectureAI vs traditional development: which fits?
AI vs traditional development: when AI-assisted speed pays off, when traditional engineering is non-negotiable, and the hybrid workflow I favor.
Read post →
-
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.
Read post →