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Evidence brief

Engineer complains the entire workflow has been taken over by AI

An engineer with 20 years of experience said company projects, from concept to ticketing, development, and review, are almost entirely generated by AI, and even the documentation looks AI-written. Comments shifted to 20,000-line PRs, a lack of product specs, and “vibe-coded” projects getting out of control.

Published
Updated
Editorial
Frontline Lab
Source
Original public source
Source author
Interesting-Town-433
Related topics
0
Collected
2026-08-18

Frontline Lab summary and source

Editorial summary

An engineer with 20 years of experience said company projects, from concept to ticketing, development, and review, are almost entirely generated by AI, and even the documentation looks AI-written. Comments shifted to 20,000-line PRs, a lack of product specs, and “vibe-coded” projects getting out of control.

This brief preserves the original source so the summary and editorial context can be checked independently.

Source attributionInteresting-Town-433

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Related published evidence

Relationships are derived from shared topics, entities, categories, tags, and community context; every result remains independently source-linked.

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Original source
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Original source
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Original source
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Original source