AI coding assistants (Cursor, Claude Code, Copilot, Windsurf) boost development speed by 10x, but introduce silent edge-case bugs. SAGOZEN Quality acts as your automated safety boundary.
Developers accept AI-generated pull requests quickly without thorough manual testing, resulting in undetected regressions, hallucinated methods, and subtle logic failures.
SAGOZEN Quality continuously analyzes code commits from AI agents, automatically creating corresponding unit, API, and E2E regression tests to safeguard code quality.
Engineered capabilities designed to eliminate release friction.
Fuzz tests AI-generated endpoints to expose unhandled null values and invalid inputs.
Whenever new code is written by Cursor or Claude Code, test coverage expands automatically.
QA managers receive aggregated risk scores and test evidence for all AI-generated modules.
Clean, standard execution scripts with zero vendor lock-in.
import { aiCodeGuardrail } from '@sagozen/quality';
export default aiCodeGuardrail({
monitoredAgents: ['cursor-agent', 'claude-code', 'copilot'],
enforceTestRatio: 1.2, // 1.2 lines of test per line of AI feature code
autoFixHallucinations: true,
managedDashboardSync: true
});Yes! It integrates via CLI, Git Hooks, or GitHub Actions to test code produced by any AI coding assistant.
No. It provides human reviewers with empirical test results so reviews are faster and backed by evidence.
Evidence-based PASS, REVIEW, or BLOCK release decision gates for every code change.
Catch bugs right inside your PRs before merging to main.
Autonomous end-to-end test suites built for modern rapid-release workflows.
Validate Frontend, Backend APIs, and DB mutations together on every PR.
Eliminate locator breakage and drastically reduce flaky builds with auto-repairing DOM locators.
Instant E2E sweeps on Vercel, Netlify, and Cloudflare staging deployments.
Opt-in leaderboards, verified performance badges, and regional latency profiling.
SAGOZEN Reviewed Reports, expert pentests, Trust Center, and compliance proof.