ai-regression-testing

Name: ai-regression-testing
Availability: InStock
Author: adomot

Identify AI-induced regressions in sandbox versus production API paths.

Updated Mar 28, 2026

Search Tags:#automation #ai #coding #quality-assurance #api-testing #sandbox #regression-testing

Ready to run

npx skills add https://github.com/adomot/claude-settings --skill ai-regression-testing-adomot

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/adomot/claude-settings/tree/main/skills/aegis/ai-regression-testing
Command: npx skills add https://github.com/adomot/claude-settings --skill ai-regression-testing-adomot

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-assisted development often suffers from regressive patterns when AI both writes and reviews code, causing undetected bugs across sandbox and production environments. This Skill provides structured regression testing patterns and sandboxed API tests to catch AI-induced regressions early.

Core Features & Use Cases

Sandboxed API tests to run without a database; mock environments for quick iteration.
Regression test patterns to detect sandbox vs production inconsistencies, missing SELECT fields, and error state leakage.
Guidance on integrating tests into a bug-check workflow and generating targeted regression tests after fixes.

Quick Start

Run a sandbox-mode API test suite against your local app router to quickly verify behavior in a DB-free environment.

Frequently Asked Questions about ai-regression-testing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I detect AI-induced regressions in sandbox and production environments?▼

You can detect AI-induced regressions by running sandboxed API tests that compare sandbox versus production paths. This approach catches inconsistencies like missing SELECT fields and error state leakage before they reach production.

Can I run regression tests without a database connection?▼

Yes, you can run sandbox-mode API tests against your local app router in a mock environment. This database-free setup allows quick iteration and verification of application behavior without requiring a live database connection.

How do I integrate regression testing into a bug-check workflow?▼

You integrate regression testing into a bug-check workflow by generating targeted regression tests after code fixes. This validates that AI-assisted code modifications resolve the original issue without introducing new regressions across API shapes or edge cases.

What types of inconsistencies should AI regression testing target?▼

AI regression testing should target sandbox versus production inconsistencies, missing SELECT fields, and error state leakage. These patterns commonly occur when AI both writes and reviews code, causing undetected bugs to slip through standard checks.

When do I need sandboxed API tests for AI-assisted coding projects?▼

You need sandboxed API tests when automating code generation and review with AI assistants. They provide end-to-end regression validation by covering API shape, data integrity, and edge cases across sandbox and production environments.

Does AI regression testing work for end-to-end validation of API shapes?▼

Yes, AI regression testing applies to end-to-end regression validation by covering API shape, data, and edge cases. It verifies that code-writing assistants maintain expected API contracts across sandbox and production environments.