Deep Dives for Engineers

Connecting your GitHub org gives you team-level AI adoption signals out of the box — PR throughput, review patterns, and Acceleration Reports — without anyone installing anything else.

No. GitHub alone unlocks the team dashboard. For richer per-engineer insights (AI Stack, AI Skills, agent activity), engineers can install Zest in Cursor or Claude Code at any time.

Zest tracks blockers across tasks and prompts. By spotting weak spots and highlighting working strategies, your team keeps momentum and ships code faster.

Copilot metrics tell you usage; Zest tells you outcomes. We measure AI compute impact on PR throughput, code review quality, and agent autonomy levels — across Cursor, Claude Code, Codex, and any model your team runs.

Adoption charts show who's using AI, how often, and where value is gained. Teams and enterprises can drive toward 100% usage — ensuring everyone benefits.

Yes. Connect your GitHub org and you'll get the L2 dashboard — leaderboards, AI metrics, and team insights — with no credit card needed.