Observed arrival · 2026-10-18
Agent Signal tests whether agent retries charge twice
A free crash-test CLI and GitHub Action check whether AI agents repeat tool actions or lose approvals when a run is interrupted and restarted.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Developers shipping agents that take real actions
- Worth noticing
- The displayed payment example marks both the model and payment API as mocked, and includes a retry using an idempotency key.
Field notes
The page presents framework-specific approval templates alongside code, tested-version labels, and run output. Its OpenAI Agents SDK example demonstrates serializing a paused RunState, restoring it, and resuming after a human decision; the listed version is 0.24.0. The site says it generally mocks the LLM so tests can run without an API key, while using the real SDK for the rest of the workflow.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
ƒJavaScriptBrowser-side code central
One card from the complete issue