Measuring AI Code Assistants and Agents

An episode on measuring AI code assistants and agents: what counts as outcome and where benchmark-style evaluation becomes misleading.

The discussion covers tasks, evals, change quality, security, review load and how agentic workflows change development metrics.

The focus is moving from local coding speed to the impact on the whole SDLC.