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Product / Agent runs

See how a coding agent made its pick.

Replay a finished Agent Picks run to see what the coding agent searched, fetched, ran and wrote, the tool it picked and what backs the pick.

Run console

Read a finished run’s transcript in order: what the agent searched, read, fetched, ran and wrote. Fetches show their HTTP status, so a 404 on your docs stands out.

Agent Picks · Runs · run console
Codex·Express
Installed another tool

Add auth to this API

  1. Searchexpress session auth
  2. Fetchdocs.your-sdk.dev/express404
  3. Runnpm install passport
  4. Writesrc/auth.ts+62
  5. Editsrc/app.ts+4

Why this pick

See the tool a run picked and what backs it: the packages the agent added, the package manager it used and the files it changed.

Agent Picks · Runs · why this pick
Codex·Express
PickPassportInstalled
Why this pick
Packagespassport added with npmJump to 00:41
Changed filessrc/auth.ts and src/app.tsJump to 00:58
  1. 00:41Runnpm install passport
  2. 00:58Writesrc/auth.ts

Stated picks and installs

Some runs pick a tool in their final answer without installing it. The pick rate counts these runs; the install rate beside it counts only runs that installed the tool.

Agent Picks · Matrix · one cell
Codex·Express
Recommend one · 8 runs
  • 01
    Packagesyour-sdk added with npm
  • 02
    Packagesyour-sdk added with npm
  • 04
    Packagesyour-sdk added with npm
  • 06
    Final answer“I picked your-sdk for auth: its Express guide covers sessions and the free tier fits.”
  • 08
    Packagesyour-sdk added with npm
Pick rate
63%likely 35–84%

5 of 8 runs picked your-sdk

Install rate
50%likely 25–75%

4 of 8 runs wrote your-sdk into the code

Run history

Every run is listed with its test, agent, model and status. Open a finished run, watch a running one live, or see why one failed.

Agent Picks · Runs · run history
TestAgentStatus
  • Model releaseClaude CodeRunningWatch live
  • Re-testCodexCompletedOpen run
  • ScheduledOpenCodeCompletedOpen run
  • ScheduledPiFailedSee why
  • ScheduledCodexCompletedOpen run

Failed runs are refunded.

API and MCP

List runs and read a run’s trace over the REST API, or have your own agents inspect a run’s pick and recorded activity over the MCP server.

MCP session

> why did the last Express run install Passport?

→ devtune_get_agent_picks_run({ test_id, run_id })

pick · installed · Passport · decided by package · npm:passport

fetch · https://docs.your-sdk.dev · 404

install · passport

Codex got a 404 from docs.your-sdk.dev, then installed Passport.

growth-dashboards

API key · last used 2h ago

GET /api/v2/projects/{projectId}/agent-picks/runs

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Are you an agent? View this page in Markdown.Read our AI instructions.
Are you an agent? View this page in Markdown.Read our AI instructions.
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Are you an agent? View this page in Markdown.Read our AI instructions.