Field noteOct 14, 20262 min read1 source

Arena.ai replaced Bash Recovery with Bash Reliability , scoring first-try shell command accuracy.

In one minute

**Thesis:** Agent evaluation becomes more interpretable when a metric states which errors it attributes to the agent and which it excludes.

Observed facts: Arena.ai states that Bash Recovery is now called Bash Reliability. The source classifies bash calls as success, failure, or exempt; agent-caused errors count as failures and external errors such as network outages are exempt. The score is based on failures per non-exempt call; correctly run tests that find issues and searches that return no results count as successes.

Mechanism: The signal attributes failures to the agent when it causes an error, excludes errors outside its control, and computes failures per non-exempt bash call. Why now: Arena.ai identifies these definitions as the ground truth for turning live interactions into model-level Agent Arena signals, making the scoring rule relevant to interpreting its leaderboard.

First implication: Readers can distinguish model-attributed command failures from environmental failures when interpreting the signal. Evidence boundary: The supplied public page defines the metric but provides no model scores, comparative results, or evidence that the change alters rankings. First watch condition: Watch for Arena.ai to publish model-level Bash Reliability results or explain how the signal affects leaderboard comparisons.

This record starts a distinct analytical branch because no prior New Runtime record was supplied; it captures the documented Bash signal rename and scoring rules.

Evidence / sources

  1. 1arena.ai/resources/agent-arena-signals
All Field Notes

Next reads

Read next

Open the graph
  1. 01archiveField NotesOpen the latest editorial analysis.
  2. 02source ledgerSource LedgerInspect the public source evidence graph.
Who read this page?Machine requests, hidden until opened

Loading the privacy-safe route aggregate...

Open the JSON contract