Golden tests with Hspec

Golden tests for command-line interfaces.

Golden testing for Tapir endpoints using MUnit

golden testing for performance benchmarks, based on hspec

Deterministic technical-analysis agent for stocks: signals not advice, every number verifiable Python (no LLM math), golden-fixture tested, with a self-contained Jupyter notebook proof for every run.

星空摄影自动星点处理：星点检测、天空/地景门控星点蒙版、缩星与提亮星点。批处理确定性一致，无损往返 Photoshop。测量优先：先有金标准夹具与独立 oracle，才写算法。 · Automated star processing for astrophotography (Rust).

Regression-testing CI gate for self-edited Claude Agent Skills (SKILL.md, MEMORY.md) -- golden-transcript record/replay, zero hosted infra.

JSON serialisation made right

Regression guard for LLM outputs in CI — pin a golden baseline, fail the build on drift. Single Go binary, deterministic, self-hosted.

Golden testing on stdout/stderr with Zsh

Nothing hits the belt until it passes the factory. A zero-dependency gate that proves every agent tool runs and hasn't changed — before your agent is allowed to call it.

Automated regression testing for Flutter through direct callback invocation. Test your Flutter apps with AI agents (Claude) using 60+ Playwright-equivalent tools. Works on iOS, Android, Web, and Desktop. No UI simulation needed, reliable testing.

Golden image snapshot test framework for libcosmic

Schema-driven Documentum overlay generator: one validated Pydantic manifest in, a byte-stable per-environment Helm overlay tree out. CLI/REST/web-wizard parity enforced by test; built for AI agents to operate safely. All customer data fictional.

Pure, self-drawn immediate-mode GUI toolkit for Standard ML - deterministic, byte-identical rendering across MLton and Poly/ML, tested headlessly with golden images.

Golden Tests Example with Flutter

A tiny offline-first Flutter notes app built test-first (TDD). MVVM + Riverpod + Drift + dio, with a full unit/widget/golden/E2E test pyramid and a gated CI.

Universal Visual Regression Tool ⛵