TL;DR As a code quality platform, we're seeing first hand the changing processes inside dev teams. We noticed that the "meaningful" point of change is happening more and more at the local level, not at the repo level, where a team used to come together to review changes. With more teams waving past code reviews, the typical quality infrastructure that used to ensure code maintainability, security, reduce tech debt, etc, is breaking apart.
If you're a dev who cares about this, the new quality and security enforcement infrastructure needs to happen alongside the agents, locally. The tools to address this are still in early stages - meaning, a tool that isn't the same model reviewing itself - but they're starting to surface and it's worth keeping an eye on them.
TL;DR As a code quality platform, we're seeing first hand the changing processes inside dev teams. We noticed that the "meaningful" point of change is happening more and more at the local level, not at the repo level, where a team used to come together to review changes. With more teams waving past code reviews, the typical quality infrastructure that used to ensure code maintainability, security, reduce tech debt, etc, is breaking apart.
If you're a dev who cares about this, the new quality and security enforcement infrastructure needs to happen alongside the agents, locally. The tools to address this are still in early stages - meaning, a tool that isn't the same model reviewing itself - but they're starting to surface and it's worth keeping an eye on them.