build1 distinct publisher
Your LLM cache probably never fires, because it hashes spelling instead of meaning
A dev.to writeup traces a support bot's dead cache to hash-based lookup and replaces it with cosine similarity over embeddings at a 0.92 threshold. The lever sits in retrieval, not model choice.
Publishers:dev.to
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+22
- Incentives24
- Confidence46