llm-as-judge

May 24

Fine-Tune Gemma 4 E4B for Swedish Translation

Amir Teymoori

Fine-tuning works best when the task is narrow. You do not need a small open-weight model to beat Claude Opus 4.7 at everything. That is a losing fight, and it is the wrong open-source vs proprietary tradeoff to make. You need it to become strong at one job: Translate English novel...

2026 lora gemma fine-tuning unsloth machine-translation llm-as-judge claude opus gemma-4 comet-score llm models, providers and training swedish-translation

May 23

LLM-as-Judge Evals for Support AI Agents

Amir Teymoori

Customer support is one of the best use cases for AI agents. It’s also one of the easiest places to ship a bad one. A support agent can sound confident and still quote the wrong refund policy. It can answer in 800ms and still miss the customer’s real issue. It can retrieve the right document...

mlops ai agents prompt engineering 2026 observability evals guardrails mlops, evaluation and observability llm-as-judge customer-support-ai