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AI in the Development Workflow: Do We Still Need the Same Process?
AI has changed the speed of my development workflow but has it changed the process? I worked through what I actually think, based on what I have seen rather than what the hype suggests.
Mark Waldron
Jun 106 min read
Mentoring Claude: Treating AI Like a Junior Developer
What happens when you stop treating AI as a tool and start treating it like a team member you need to mentor? I share how recognising junior developer patterns in Claude changed the way I work with it.
Mark Waldron
Apr 16 min read


Structure Without Ceremony: AI in the SDLC
I built two Claude Code skills that take a story from Azure DevOps ticket to merged PR. The operational overhead of solo development just got a lot smaller.
Mark Waldron
Mar 237 min read


Quality Gates and QA for AI Generated Content
I had hundreds of content files across multiple languages and no way to read them all. So I built three AI-powered quality checks and a feedback loop that cut my review pile from hundreds of files to a handful.
Mark Waldron
Mar 195 min read


The Lantern and the Bog. A Cautionary AI Tale
The Lantern and the Bog In the folklore of the old world, travellers dreaded the Will-o'-the-Wisp . It was a flickering light that appeared in the distance when a wanderer was tired, cold, and lost in a marsh. To the traveller, that light looked like a savior. A lantern held by a steady hand, marking a path to a warm hearth. The traveller would follow. And for a while, it felt great. The light moved nimbly, avoiding the thickest mud and the tallest briars. Every step toward t
Mark Waldron
Mar 182 min read


Generating Interactive Travel Content at Scale Using AI - What Actually Worked
I needed 350 content files for 70 destinations across 5 languages. One person, no budget for writers. Here's how I used a two-pass AI approach to generate structured travel content that didn't read like AI slop.
Mark Waldron
Mar 177 min read


Automating Translations with AI: A Practical Solution for Cost and Ease of Development
The use of Next-Intl's experimental useExtracted() feature combined with the Anthropic AI API allows for the automation of a website's internationalization workflow across multiple languages. This approach streamlines translation key generation, utilizes AI for context-aware translations, and integrates into development workflows via pre-push hooks.
Mark Waldron
Feb 175 min read


Setting up Internationalisation for a Content‑Driven Website: Ai Lessons and What Actually Worked
When I first decided to internationalise whentotravel.com, I assumed the hard part would be translation. It turned out the real challenge was choosing the right approach for a content‑heavy Next.js site without over‑engineering myself into a corner. This post is a walkthrough of the dead ends, false starts, and eventual solution that finally clicked. This Ai image is so funny I had to include it. What kind of monitor / laptop combination is that! Omg! The Problem with the Of
Mark Waldron
Feb 55 min read


Building WhenToTravel: My 2026 plan for learning and monetization.
I’ve set myself a few clear aims for 2026: Make something useful Learn something new Make some money doing it — ideally passive income On the learning side, I want to focus on: Productivity enhancement using AI Stronger, hands-on experience with modern UI technologies Getting much more familiar with embedding AI into a real product or tool I’ve owned whentotravel.com for quite a long time. When I bought it, the motivation was fairly simple: travel content has highly profitab
Mark Waldron
Feb 23 min read


AI Generated Website, Good, Bad and Ugly
Updating my long-neglected company website became an unexpected experiment in letting AI do the heavy lifting. What followed was a fast, affordable rebuild, a clearer sense of direction, and some honest reflections on where AI helps—and where it falls short.
Mark Waldron
Jan 236 min read


Using mind maps to structure thought and aid planning
At the start of the year I found myself with some time to spare and wanted to fill it with something that carried some substance. I had ideas, I had motivation and I started on the work. I felt productive and things were good. I work some more and I find that more and more ideas are coming and starting to build up in my mind. My head is filling up. I have direction, but for many things and some of them are interrelated and should probably be done in a certain order for effici
Mark Waldron
Jan 212 min read


Navigating Uncertainty: How I'm turning downtime into creative growth
Using available time to plant seeds that generate passive income.
Mark Waldron
Jan 204 min read
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