Posts by Ivan Reshetnikov

Machine Learning Engineer & AI Engineer in Belgrade. Notes from production ML and LLM work.

No new app. No new habit. Just better English while I work.

My coding agent reviews every prompt. An English check comes first, then the original task.

Shared Claude Code & OpenAI Codex instructions.

Store in AGENTS.md, reference from CLAUDE.md.

Can't name. Can't count. Still have to classify.

Solution: Same-Type Contract + LLM-as-a-Judge + Metric Learning.