
AI Agent Engineer vs ML Engineer vs SWE: 2026 Compared
I have spent the last two years interviewing for, hiring into, and occasionally leaving… Read More
Guides, frameworks and career data on project, product, agile, business analysis and AI. For people already in the role, and for the ones about to be.

I have spent the last two years interviewing for, hiring into, and occasionally leaving… Read More

When I started running technical reviews for AI projects in 2023, almost every team I met… Read More

I have been building, deploying, and breaking AI systems for a long time, and the shift… Read More

I started my career in IT delivery, running database migrations, integrations, and release… Read More

When I started consulting on construction programmes after a decade running IT delivery, I… Read More

I have been asked the PMP versus MBA question by almost every project manager I have… Read More

When recruiters started asking me to help them write job descriptions for AI agent… Read More

I have mentored more than a hundred engineers through the transition into agent engineering… Read More
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