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Notes on Building and Improving Web Applications

Writing on React, Next.js, APIs, performance and application reliability.

Featured article

2 April 20269 min read • 1691 words

The 'Fast' SPA Mirage: Why Your Architecture Still Has a Latency Problem

Loading and rendering tradeoffs in React and Next.js, including streaming, Server Components and partial prerendering.

nextjs · react · performance · web-architecture · +6 more

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More articles

7 November 202610 min read • 1921 words

Why Your Next.js Page Still Shows Old Data After a Database Update

Trace a database update through tagged queries, invalidation, regeneration and the browser. Diagnose stale Next.js pages and verify cache priming.

Next.js · Caching · Debugging

31 March 20267 min read • 1291 words

The API Attack Surface: A Field Manual for Engineers Who've Seen Production Burn

A practical review of API safeguards, including rate limiting, CORS, injection risks and GraphQL security.

API Security · Web Application Security · GraphQL Security · +7 more

1 April 20267 min read • 1349 words

The Black Box at Scale: Why Multi-Agent AI Observability Needs a Complete Overhaul

Observability challenges in multi-agent AI systems, including reasoning chains, causality and distributed tracing.

multi-agent-ai · ai-observability · distributed-tracing · +7 more

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