Research Insights Made Simple · episode 11
Measuring AI Code Assistants and Agents
Measuring AI Code Assistants and Agents
July 8, 202533:36
Episode guests
Solo review
This episode does not have a separate invited guest.
What we discussed
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.
AI in SDLCDeveloper productivityResearch methodology