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Engineering Notes

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Field-tested notes on frontend architecture, delivery workflows, and building systems that stay maintainable as products grow.

Diagram showing idempotency key flow preventing duplicate API requests

6 min read

Idempotency Keys: Building Reliable APIs

API DesignReliabilityDistributed SystemsProduction

Protect your API from duplicate processing with idempotency keys.

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Timeline diagram showing exponential backoff intervals increasing between retry attempts

7 min read

Retry Logic and Backoff Patterns: Building Resilience

Production ReliabilityNode.jsAPI IntegrationError Handling

Most teams implement retry logic wrong, overwhelming external services and burning through quota—here's the pattern that actually works.

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Diagram showing a connection pool managing multiple application connections to a single database

6 min read

Database Connection Pooling for Production Node.js

Node.jsDatabasesProductionPerformance

Every database connection consumes memory and authentication overhead—connection pooling prevents your app from exhausting both.

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Illustration of a storefront with code tags and a map pin representing structured data for local search

5 min read

Practical Structured Data for Local Businesses

SEOstructured datalocal SEOfrontend

A focused JSON-LD strategy can lift visibility and clicks without heavy engineering.

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Diagram of CDN edge cache, regional cache, and origin server flow

6 min read

Edge Cache Patterns for Fast, Reliable APIs

performanceedgecachinginfrastructure

Adopt edge-first caching with versioned keys and origin shields to cut latency and improve API reliability without sacrificing freshness.

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Server infrastructure representing scalable engineering systems

6 min read

Engineering Systems That Actually Scale

ArchitectureDevOpsPerformanceEngineering

Strong systems come from predictable delivery, observability, and clean architecture boundaries.

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Code on a screen representing React SEO and static rendering

7 min read

React SEO with Static Rendering: A Practical Guide

ReactSEOStatic RenderingWeb Performance

Static generation gives search engines real content at request time without sacrificing modern React workflows.

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Business planning workspace for website budget decisions

10 min read

Website Cost in Washington: What Small Businesses Should Budget

Web DevelopmentWashingtonPricingSmall Business

Understand what drives website cost in Washington and how to choose affordable web development services without sacrificing outcomes.

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Developer workstation for business website planning

10 min read

How to Choose a Web Developer for Your Business

Web DevelopmentHiringSmall BusinessStrategy

Learn how to choose web developer support based on business outcomes, process quality, and post-launch reliability.

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