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Reeves

Reeves is the AI assistant built into the ReSim web app. It's powered by Claude and is available throughout the UI to help you triage failures, explore your data, draft metrics, and assemble dashboards — without leaving the page you're on.

Where to find it

Reeves lives in a chat panel inside the ReSim web app. Open it from any page — batches, jobs, dashboards, test suites, project overview — and it picks up the context of what you're looking at automatically. You can ask "why did this batch fail?" or "what does this metric mean?" without restating which batch or metric you mean.

Your conversation is persistent and per-user. History, page context, and any in-flight work (for example, a dashboard being drafted) survive page navigation and reloads, so you can keep working as you click around the app.

What Reeves can do

Triage failures

  • Summarize errors across a batch and surface common failure modes.
  • Pull up the agentic log summary for a failed job and reason over it.
  • Compare jobs and batches to narrow down regressions.

Explore your data

  • List and inspect projects, branches, builds, systems, experiences, and test suites.
  • Query batches and jobs with status filtering (passing, failing, in-progress, etc.).
  • Navigate you directly to the relevant page when that's the fastest answer.

Draft metrics

  • List available metric topics and inspect their schemas.
  • Preview sample rows against your real data.
  • Co-write SQL with you and preview what the draft query would return before saving.
  • Push a pre-filled draft into the metric editor for you to review and save. Reeves never saves metrics on your behalf.
  • Edit existing metrics the same way — Reeves opens them in the editor with the proposed changes staged.

Build dashboards

The dashboard-creation workflow is a multi-phase agent: it researches your project's data, proposes a layout, and assembles the dashboard with appropriate metrics. It pauses at checkpoints for your approval before moving on, so you stay in control of the result.

Capture team knowledge

Reeves can save org-level notes — project conventions, naming, gotchas it has learned from you — so they're available to everyone on your team in future sessions. You can ask Reeves to update or add a note at any time.

Scope and limitations

  • No destructive actions. Reeves proposes metrics, dashboards, and notes as drafts. It does not delete or destructively edit anything on its own.
  • Web app only. Reeves runs inside the ReSim web app. For read-only programmatic access from your IDE or other tools, use the MCP server instead.
  • Time and iteration budgets. Long-running subagents (dashboard creation, metric drafting) enforce per-phase iteration and wall-clock budgets to prevent runaway loops. If a phase hits its budget, Reeves stops and reports back rather than continuing silently.
  • Best with page context. Reeves is most useful when you ask it questions from a relevant page — the batch you're triaging, the dashboard you're building, the test suite you're reviewing. Open-ended questions with no page anchor work too, but may need more prompting.

Feature availability

Reeves is enabled on a per-organization basis. If you don't see the chat panel in the web app, contact info@resim.ai to have it enabled for your organization.