Get agents from install to activation.

Run coding agents through your quickstart, see where they slow down, and smooth the path to a working integration.

Real onboarding tasks

Run the tasks your users’ agents attempt, with the repository commit, harness, model, skills, and tools you choose.

Every step on the record

Inspect transcripts, tool calls, research activity, and code changes for each session.

Issues ranked by impact

An LLM judge grades the work against your criteria and groups friction into issues ranked by impact.

FAQs

You set the bar, such as a deployed app or a first successful API call. Gauge checks each session against it and flags whatever slowed the agent down, like a page it fetched three times or a step that sent it the wrong way.

Scale and control. Gauge runs many clean sessions at once across agents and models, with no leftover context from your own setup. Change one thing, rerun the same tasks, and see the effect before you publish.

Gauge supports Claude Code, Codex, OpenCode, Pi, and Antigravity. The hosted Free plan includes open models on OpenCode and a first onboarding run on Claude Code and Codex at no cost. Upgrade to Pro or Enterprise for ongoing Claude Code and Codex runs and access to all supported agents.