build1 distinct publisher
One chat, four cards: three stacked causes and why each correct fix looked broken
A Cloudflare Workers audit log duplicated conversations for three separate reasons at once, so every partial fix left the symptom intact. The real lesson is about verification, not dedup.
Publishers:dev.to
Reality
- Evidence46
- Adoption17
- Hype gap+9
- Incentives63
- Confidence38