Ask HN: Where is our profession (programmer) going?
Nobody is talking about this yet: programming as a profession is already shifting from precise craft to probabilistic delegation.
Why it matters
A firsthand account of how AI-native development practices are reshaping what software engineering means—from code-as-source-of-truth to Claude-as-the-source, raising questions about skill degradation, professional identity, and the future viability of the programmer role in an AI-augmented workflow.
The key facts
15 to know15-person company observed abandoning human code review entirely
Developers running 5+ simultaneous Claude sessions with minimal code inspection
LoC and traditional software principles no longer valued in practice
Problem-solving offloaded to LLM rather than deep human understanding
Explosion of LLM-generated test suites replacing human test design
Source of truth shifting from code to LLM prompts/explanations
Anecdotal evidence from small software teams (3-15 person scale)
Posted on Hacker News—professional community signal-boosting concern
Anecdotal observation: 15-person software team uses Claude as source of truth over code
Code review no longer performed by humans in observed case
Developers running 5+ simultaneous Claude sessions without code inspection
LLM-generated tests becoming standard, replacing human test engineering
Posted on Hacker News (Jun 2026) — signals early-stage industry anxiety about workforce disruption
Author explicitly questions whether programming remains 'an occupation at all'
Shift described as moving from 'precise occupation requiring high degree of understanding' to 'probabilistic and offloaded understanding'
Go to the source
Hacker Newsnews.ycombinator.com
Publisher excerpt: I had been running a small (3 people) software company for about 4 years. Since closing down, I recently hung out at a friend's company to see what they were working on (15 ppl). To preface: I'm a heavy user of Claude (rarely write code by hand), but what I'm seeing in person has been rather…