ARTIFICIAL INTELLIGENCE<\/p>\n
Every few months, someone declares prompt engineering dead. They’re wrong every time, and here’s why.<\/strong><\/p>\n The argument goes: as models get better, they understand intent more naturally, so explicit prompting becomes less important. And it’s true that you no longer need to type “let’s think step by step” to get a model to reason carefully. The basic version of prompt engineering \u2014 gaming model behaviour with magic phrases \u2014 is indeed less relevant than it was.<\/p>\n But prompt engineering was never really about magic phrases. It was about the deliberate design of inputs to reliably produce useful outputs. That problem hasn’t gone away. It’s become more sophisticated.<\/p>\n In production AI systems, prompt engineering is now a systems design discipline. The instructions that shape how an AI agent behaves, what it will and won’t do, how it handles edge cases, how it escalates uncertainty \u2014 these are carefully engineered artefacts that sit at the heart of the product. They are iterated on, version controlled, tested against regression suites, and treated with the same seriousness as any other critical component.<\/p>\n “The best prompt engineering in 2026 is invisible \u2014 baked into systems, not typed by hand. That doesn’t make it less important. It makes it more important.”<\/p><\/blockquote>\n What’s changed is who does it and where. The prompt engineer who sat next to a journalist and helped them get better outputs from ChatGPT is a diminishing role. The engineer who designs the instruction architecture for an agentic system handling thousands of daily decisions is a growing one.<\/p>\n The skill has moved from the interface to the infrastructure. That’s not death. That’s maturity.<\/p>\n Tags: Artificial Intelligence \u2022 Opinion \u2022 Technology & Society \u2022 192.168.1.22\/<\/p>\n","protected":false},"excerpt":{"rendered":" The hot takes claiming prompt engineering is obsolete are wrong. What’s changed is that good prompting is now invisible \u2014 baked into systems, not typed by hand.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23],"tags":[],"class_list":["post-9009","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-technology"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/posts\/9009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/iamglover.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9009"}],"version-history":[{"count":1,"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/posts\/9009\/revisions"}],"predecessor-version":[{"id":9072,"href":"http:\/\/iamglover.com\/index.php?rest_route=\/wp\/v2\/posts\/9009\/revisions\/9072"}],"wp:attachment":[{"href":"http:\/\/iamglover.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/iamglover.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9009"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/iamglover.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Where It Matters More Than Ever<\/h2>\n
The New Shape of the Skill<\/h2>\n