Reflections & Thoughts

Writing about code, design, and sophisticated architectures.

Article13 min read
Mar 30, 2026

Domain-Driven Design Demystified: Bridging Dev & Business Needs

Struggling to align your software with core business problems? Discover how Domain-Driven Design offers a powerful approach to build robust, business-centric applications.

#DDD#Software Architecture#Domain Modeling
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Article12 min read
Mar 30, 2026

Shopify Hydrogen vs. Liquid: A Senior Engineer's Guide to Choosing Your E-commerce Stack

Deciding between Shopify Hydrogen and Liquid is a pivotal choice for modern e-commerce. This guide dissects their architectures and implications, helping senior engineers make informed decisions.

#Shopify#Hydrogen#Liquid
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Article7 min read
Mar 29, 2026

The Future of Web Development: Speed and Sophistication

Web development is entering an era where milliseconds determine revenue and architectural decisions made today will define competitive advantage for the next decade. Here is what every engineer building for the web needs to understand.

#web-development#performance#architecture
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Article11 min read
Mar 29, 2026

Orchestrating Intelligence: Building Coordinated Multi-AI Systems for the Future

The future isn't about finding a single 'best' AI. Instead, success lies in engineering systems that coordinate multiple specialized AIs to achieve superior outcomes.

#AI orchestration#multi-AI systems#AI engineering
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Article13 min read
Mar 29, 2026

Orchestrating Multiple LLMs with n8n: Building Scalable Intelligent Systems

Unlock the full potential of AI by combining ChatGPT, Claude, Gemini, and Grok into unified, automated workflows. This guide shows how n8n can orchestrate these powerful models to build intelligent, scalable systems.

#AI#LLM Orchestration#n8n
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Article11 min read
Mar 28, 2026

Modern Data Architecture: From Batch to Real-Time Analytics

Data pipelines built for batch processing are reaching their limits. Event-driven architectures, Kafka streaming, and Change Data Capture are redefining how teams move and transform data at scale. Here is a practical guide to when β€” and why β€” to make the switch.

#data-engineering#kafka#streaming
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Article11 min read
Mar 27, 2026

How to Structure a Scalable Technology Team (A Tech Lead's View)

Scaling an engineering team from five to fifty is not a hiring problem β€” it is a structural problem. This is a practical framework for building the governance, rituals, and division of responsibilities that let a technology organization grow without collapsing under its own complexity.

#tech-lead#engineering-management#team-structure
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Article11 min read
Mar 26, 2026

Microservices vs Monolith: When Each One Actually Makes Sense

The microservices vs monolith debate has been dominated by ideology for too long. This article skips the hype and examines the real trade-offs: operational cost, latency, observability, and organizational complexity. The answer depends more on your team than your technology.

#microservices#architecture#software-design
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Article14 min read
Mar 25, 2026

Observability in Practice: Logs, Metrics, and Tracing in Production

Real observability is not about having dashboards β€” it is about being able to ask any question about your system's behavior and get an answer. Here is how to implement the three pillars of observability correctly, with examples from real production incidents and advice on how to detect problems before they escalate.

#observability#opentelemetry#monitoring
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Article14 min read
Mar 24, 2026

Data Engineering Applied to Growth (Growth Tech)

Data does not drive growth by existing β€” it drives growth by answering the right questions at the right time. Here is how to build the analytical pipelines, experimentation infrastructure, and business metrics frameworks that connect engineering decisions to financial outcomes.

#data-engineering#growth#analytics
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Article8 min read
Oct 27, 2024

The Simple Component/Service Model for Composable Systems

Tired of bloated frameworks and complex dependency injection? Discover how a fundamental component/service model built on simple, composable functions can radically simplify your architecture and enhance system robustness.

#Architecture#Software Design#Rust
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