Dev behind $1.27M AI DM operation details prompt drift and silent API degradation

alanshore222 · reddit · 2026-10-14

A developer who built an AI DM system trained on 300k conversations that generated $1.27M in revenue details why only LLM providers can fix its core problems: silent system prompt changes break prompts within hours, adherence swung between 80% and under 24%, and degraded shards still process billed API calls. He argues providers should queue calls and reroute them to healthy shards instead.

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