Independent engineers: the short window to define AI-native practice before platforms absorb it
Kusamakura0467 · reddit · 2026-10-08
An engineer's long Reddit post argues the current moment — where roles like AI engineer and FDE lack settled credentials or practices — may be a short-lived frontier. Unlike past tech cycles, large vendors can absorb successful practices into productized job titles and enterprise offerings within months, not years. Open questions: what should AI-native workflows look like for memory, evals, orchestration, and oversight? Suggested survival paths for independents: open-source infra, niches, communities, vendor portability, or depth in unsettled architectural layers — without becoming unpaid R&D for the platforms.
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