AI-powered coding tools, testing, DevOps, and developer productivity
Ranking blends editor verdict, traffic growth, retention polls, and pricing leverage. Tools commoditizing fast drop. Categories where editorial taste still wins rise.
Editor verdict (40%) trumps traffic. We pick based on whether the team using it for the same job wins back the time premium it costs.
Quarterly for the verdict block, monthly for the trending sidebar.