1 min read
How to evaluate an LLM system without fooling yourself
Vibes-based evaluation is how teams ship regressions. A practical framework: golden sets, calibrated judges, regression gates, and the failure modes of each.
Topic
MLOps
Shipping, monitoring and retraining models in production.
1 min read
Fine-tuning vs RAG: a decision procedure, not a debate
The question is not which is better. It is which failure you are trying to fix — missing knowledge, wrong behaviour, or unacceptable cost.