Understand how your team uses AI coding tools — and coach them to get more from every session. One dashboard across Claude Code, Cursor, and Codex.
| Session | Tool | Date | Score | Prompt | QA | Iteration | Efficiency | Approval |
|---|---|---|---|---|---|---|---|---|
| a3f8c912 | Claude Code | Mar 28 | 87 | 91% | 78% | 85% | 88% | 82% |
| d1e4b706 | Cursor | Mar 27 | 72 | 80% | 55% | 74% | 70% | 68% |
| f7c23a41 | Claude Code | Mar 27 | 91 | 95% | 88% | 90% | 92% | 85% |
| b9d0e518 | Codex | Mar 26 | 64 | 68% | 42% | 72% | 65% | 70% |
| e2a7f3c9 | Cursor | Mar 25 | 78 | 82% | 70% | 80% | 75% | 74% |
From team-wide benchmarks to per-developer coaching — the complete picture of how your team works with AI.
A research-backed metric that captures how effectively your team leverages AI assistance — from prompt clarity to iteration quality.
Works with Claude Code, Cursor, and Codex out of the box. One unified dashboard for all your AI coding tools.
Analyzes usage patterns only — never AI-generated code or output. Your company's intellectual property stays fully protected.
Manager views with per-developer breakdowns, trend analysis, and team-wide benchmarks to guide coaching conversations.
Drill into individual sessions to see what effective AI-assisted development looks like — and surface specific coaching opportunities.
Lightweight hooks that install in under two minutes. No code changes, no build modifications, no disruption.
The questions you're already asking — answered with data, not guesswork.
Track adoption and effectiveness trends across your org. See which teams are thriving and where to invest in enablement.
Per-developer breakdowns surface coaching opportunities. See prompt quality, iteration patterns, and session habits for each developer.
Cross-tool comparison on a single dashboard. Understand usage patterns across Claude Code, Cursor, and Codex to make informed tooling decisions.
Set up once, then let your team work naturally. Caliber handles the rest.
One-time setup for Claude Code, Cursor, or Codex. No code changes, no workflow disruption.
Caliber observes interaction patterns in the background — never AI output, only developer behavior.
Session scores, team trends, and per-developer coaching insights — all in one dashboard.
See how Caliber helps your team get more from AI coding tools. We'll walk you through the platform in 15 minutes.
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