Field notes ✳ Ideas / lessons / practice
Practical notes from building for the web—covering development, WordPress, AI integration, automation, and the decisions that make digital products more useful.
The perspective
These notes prioritize practical explanations, transparent reasoning, and lessons that can be applied to real projects. No manufactured case studies or unsupported claims.
01 / Latest writing
Technical walkthroughs, project reflections, and useful ideas for people building on the web.
Compare plugin-based and custom WordPress AI integrations, understand recurring API and maintenance costs, and evaluate privacy, compatibility, and operational trade-offs.
Read article ↗A review-first workflow for using AI in web development: clarify requirements, make small changes, test behavior, check accessibility and security, and keep a human accountable.
Read article ↗Understand the roles of the WordPress AI Client, Abilities API, and MCP Adapter, plus the permissions, provider setup, testing, and failure handling a plugin needs.
Read article ↗Learn how a website can connect to AI safely using server-side APIs, input validation, rate limits, privacy controls, fallbacks, and clear user expectations.
Read article ↗A practical framework for choosing a first AI automation: map the workflow, assess risk, keep human approval where it matters, and measure outcomes before scaling.
Read article ↗Have a question worth exploring or a problem worth solving?
I welcome thoughtful conversations about practical technology, AI, websites, and better digital workflows.
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