Two things: (1) models are far more autonomous and run for longer coherently, (2) visibility into the development process was lost in local development.
Because models run for a long time autonomously developers need to manage more agents simultaneously. At that point you basically need a tracker for tasks in flux, and compute for each agent. It also means that the interactive monitoring isn’t as helpful anymore.
Regarding visibility, developers now think in high level architecture rather than lines of code, but implementation details are still important to document. We also want to understand when agents are hitting pain points. Both of these basically require archiving agent outputs more deeply than just code changes and commits.
Two things: (1) models are far more autonomous and run for longer coherently, (2) visibility into the development process was lost in local development.
Because models run for a long time autonomously developers need to manage more agents simultaneously. At that point you basically need a tracker for tasks in flux, and compute for each agent. It also means that the interactive monitoring isn’t as helpful anymore.
Regarding visibility, developers now think in high level architecture rather than lines of code, but implementation details are still important to document. We also want to understand when agents are hitting pain points. Both of these basically require archiving agent outputs more deeply than just code changes and commits.