Speech recognition was a joke for half a century until it wasn’t. Machine translation was mocked for decades until it quietly became infrastructure. Autopilot existed forever before it crossed the threshold where it actually mattered. Voice assistants were novelty toys until they weren’t. At the same time, some technologies still haven’t crossed the line. Full self driving. General robotics. Fusion. History does not point one way. It fans out.
That is why invoking history as a veto is lazy. It is a crutch people reach for when it’s convenient. “This happened before, therefore that’s what’s happening now,” while conveniently ignoring that the opposite also happened many times. Either outcome is possible. History alone does not privilege the comforting one.
If you want to argue seriously, you have to start with ground truth. What is happening now. What the trendlines look like. What follows if those trendlines continue. Output per developer is rising. Time from idea to implementation is collapsing. Junior and mid level work is disappearing first. Teams are shipping with fewer people. These are not hypotheticals. The slope matters more than anecdotes. The relevant question is not whether this resembles CASE tools. It’s what the world looks like if this curve runs for five more years. The conclusion is not subtle.
The reason this argument keeps reappearing has little to do with tools and everything to do with identity. People do not merely program. They are programmers. “Software engineer” is a marker of intelligence, competence, and earned status. It is modern social rank. When that rank is threatened, the debate stops being about productivity and becomes about self preservation.
Once identity is on the line, logic degrades fast. Humans are not wired to update beliefs when status is threatened. They are wired to defend narratives. Evidence is filtered. Uncertainty is inflated selectively. Weak counterexamples are treated as decisive. Strong signals are waved away as hype. Arguments that sound empirical are adopted because they function as armor. “This happened before” is appealing precisely because it avoids engaging with present reality.
This is how self delusion works. People do not say “this scares me.” They say “it’s impossible.” They do not say “this threatens my role.” They say “the hard part is still understanding requirements.” They do not say “I don’t want this to be true.” They say “history proves it won’t happen.” Rationality becomes a costume worn by fear. Evolution optimized us for social survival, not for calmly accepting trendlines that imply loss of status.
That psychology leaks straight into the title. Calling this a “recurring dream” is projection. For developers, this is not a dream. It is a nightmare. And nightmares are easier to cope with if you pretend they belong to someone else. Reframe the threat as another person’s delusion, then congratulate yourself for being clear eyed. But the delusion runs the other way. The people insisting nothing fundamental is changing are the ones trying to sleep through the alarm.
The uncomfortable truth is that many people do not stand to benefit from this transition. Pretending otherwise does not make it false. Dismissing it as a dream does not make it disappear. If you want to engage honestly, you stop citing the past and start following the numbers. You accept where the trendlines lead, even when the destination is not one you want to visit.