pj 5f1f50c2fb fix(campaign): the action count leaves the setup's login out on a model run
Defects per thousand actions divided by every dispatched step, so a
spec whose setup logs in inflated the denominator by however many steps
that took. It is the same error the run gate had, and it does not cancel
between arms.

A model run is separable because only an llm-selected action stamps
next_action.source. A seeded run is not: its setup returns through the
same entry with no marker, and 11261 dispatched steps across the 169
recorded runs carry no source at all, so excluding on it blind would
report every seeded run as having explored nothing. The seeded arm
counts as before and a test pins that.
2026-08-18 16:52:22 +05:30
2026-06-09 20:13:54 +05:30

sanderling

Autonomous property-based testing for mobile and web apps.

You write rules that must always hold about your app. sanderling explores the app on its own for minutes or hours, performing thousands of taps, swipes, and inputs, and records every step where a rule breaks. No scripted test paths. One TypeScript spec runs against Android, iOS, and web builds of the same app.

import { extract, always } from "@sanderling/spec";
import { defaultActions } from "@sanderling/spec/defaults";
import { noUncaughtExceptions } from "@sanderling/spec/defaults/properties";

const balance = extract("balance", s =>
  parseInt(s.ax.find({ testTag: "Balance" })?.text ?? "0", 10));

export const properties = {
  noUncaughtExceptions,
  balanceNeverNegative: always(() => balance.current >= 0),
};

export const actionsRoot = defaultActions;

Every run produces a trace: one JSON line and one screenshot per step. sanderling replay opens it in a web UI for stepping through actions, screenshots, property timelines, and violations.

Alpha. Android, iOS, and web (Chrome driver only). Full scope in the v0.1.0 roadmap.

Docs


sanderling

sanderling, a wading bird that probes the shoreline for bugs that lie beneath.

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