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JOURNAL / FIELD NOTES

Ideas worth
thinking through.

Practical guides to web development and AI. Learn how the tools work and when they can help.

ON BUILDING WITH INTENT
THE JOURNAL

Curiosity with
a purpose.

Clear answers, examples and diagrams to help you plan your next project.

23 STORIES · PAGE 2 OF 4
AUTOMATION OPERATIONS5 MIN READ

n8n self-hosting costs: budget beyond the server bill

Use this operating-cost worksheet to compare a self-hosted deployment with a managed plan, including backups, maintenance and recovery.

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AUTOMATION DECISIONS5 MIN READ

n8n vs Zapier: compare the workflow you will actually run

The right automation platform depends on your integrations, operating model and failure handling—not which feature list is longer.

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PROTOCOL NOTES5 MIN READ

MCP Streamable HTTP vs SSE: a version-aware migration guide

SSE can still carry a streamed response. The bigger change is the connection model—and the July 2026 protocol makes that distinction essential.

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AI ARCHITECTURE5 MIN READ

MCP vs API: where each belongs in an AI application

MCP can give an AI client a standard way to discover and use tools. Your application's API still owns the business rules.

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DEVELOPER WORKFLOW5 MIN READ

CLAUDE.md examples that make a repository easier to work in

A concise repository instruction file can save repeated explanations. Here is what to include, what to leave out and how to test it.

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DEVELOPER TOOLS5 MIN READ

Best AI for coding: choose by the work you need done

Copilot, Cursor, Claude Code or Codex? Use a real repository task to choose a coding assistant, rather than another leaderboard.

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AI ECONOMICS5 MIN READ

The AI model price war changes more than the bill

A practical way to compare GPT-6, Claude Opus 5.5 and smaller models without letting a token price decide your product.

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