log / posts
Writing
Grounding a chat widget in a CV instead of a vector DB
Jul 10, 2026 · 2 min readWhy the console in the hero of this site skips RAG entirely, and when a system prompt is genuinely enough.
LLMSystem Design
Verifier and judge stages in agent evaluation pipelines
Jun 18, 2026 · 2 min readNotes on splitting 'did the tool call succeed' from 'was the answer actually good' in LangGraph eval workflows.
LangGraphEvaluation