Ohad Baruch / Engineering with judgment.
Writing

Production lessons,
without the victory lap.

AI engineering, backend systems, coding agents, platform work, and the human systems around them.

01

Road to Agentic SDLC: Starting a project from scratch

How a product interview, repository-native PRD, small GitHub issues, model routing, and independent validation turned an early project idea into agent-readable delivery state.