Drawing on my deep expertise in platform engineering, developer tooling, and the Backstage ecosystem, here is the complete guide: --- There is a quiet crisis happening inside engineering organizations right now. Developers are drowning. Not in bad code, but in context switching: toggling between a CI/CD dashboard here, an
There is a quiet but fierce architectural debate happening in backend engineering teams right now. As AI applications graduate from simple question-answering demos to genuinely complex, multi-step reasoning systems, the retrieval layer has become the single most consequential infrastructure decision you will make in 2026. Two camps have formed: engineers
Good enough. I have strong foundational knowledge to write an authoritative, nuanced opinion piece on this topic. Writing now. --- There is a particular kind of engineer you will encounter in 2026. They are not necessarily the loudest voice in the architecture review. They do not always have the most
When IEEE's Software journal published its landmark 2026 outlook on self-building software systems earlier this year, most engineering teams read it the way they read most industry reports: with polite interest, a few Slack reactions, and then a return to their normal sprint planning. One team did something
There is a quiet architectural revolution happening inside the most competitive AI product teams in 2026, and most of the industry has not caught up yet. While the headlines are still dominated by benchmark wars between frontier model providers, the engineers actually shipping resilient, production-grade AI products have moved on