log / posts

Writing

Grounding a chat widget in a CV instead of a vector DB

Jul 10, 2026 · 2 min read

Why 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 read

Notes on splitting 'did the tool call succeed' from 'was the answer actually good' in LangGraph eval workflows.

LangGraphEvaluation