Notes from the work.

John McCoy, founder of J Labs, writes every piece. The notes come from real engagements rather than general AI commentary: the failure modes, the cost breakdowns and the architecture decisions are the ones we have actually had to live with on client work.

Roughly weekly. The hub runs across five topics: AI integration playbooks, legacy modernisation, department deep-dives, industry briefs, and cost and infrastructure, and new pieces are added to whichever topic the current engagement work is surfacing, rather than on a fixed editorial calendar.

Sign up for the weekly note on this page: one short email a week with patterns from the work and sources, no spam and no funnel. You can also come back to /insights directly, filter by topic using the chips above the article grid, or bookmark a topic that matches the decision in front of you.

Yes. Every article on /insights is free, with no sign-up wall and no gated sections. The free guides at /guides are the checklist versions of a handful of these pieces; the paid training manuals under /training are a separate, deeper body of material.