Features — BugZeroAI

Attack surface coverage.

Automated offensive security testing that runs on every commit.

Penetration Testing

Blind SQLi, XSS, IDOR, JWT attacks, mass assignment — 11 attack types with zero false positives.

OWASP Baseline

CSP, HSTS, X-Frame-Options, SameSite cookies — OWASP Top 10 compliance on every page.

Auth Scanner

Crawls 30 protected pages, tests session management, MFA bypass, and privilege escalation.

Secret Detection

Finds exposed API keys, tokens, and credentials in source code via pattern matching + entropy analysis.

Rate Limiting

Verifies brute-force protection on auth and payment endpoints with 100-request burst tests.

JWT Analysis

Algorithm confusion, weak secret brute-force, signature stripping, and expiry validation.

Behavior verification.

Ensure your app does what the spec says it should.

BRD Testing

Upload your requirements doc — every acceptance criteria validated against live app behavior.

AI Test Generation

4-input context (DOM + rules + APIs + history) generates app-specific test scenarios.

Regression Testing

Visual, functional, and performance baselines compared on every scan. Detects PASS→FAIL flips.

Mobile Testing

5 viewports, touch targets, overflow detection, and responsive layout validation.

API Contract Testing

Schema validation, breaking change detection, status code + response time contracts.

Error Handling

6 failure types × 3 pages = 18 chaos tests. Timeout, 500, empty response, session expiry.

Production-grade standards.

Performance, data integrity, usability — the non-functionals that define reliability.

Data Integrity

11 DB checks — count drift, orphaned rows, timestamp monotonicity, JSON validity.

Usability

Keyboard navigation, focus indicators, double-submit prevention, destructive action confirmation.

Localization

5 locales, RTL layout, Unicode encoding, text overflow detection with German locale.

Performance

Core Web Vitals (LCP, FCP, TTI, CLS), p95 API latency, 10-user concurrent simulation.

Monitoring

Health endpoints, error tracking SDKs, request IDs, rate-limit headers, uptime signals.

Integration Testing

SMTP, S3, GitHub, OSV, Ollama — T1+T2+T3 depth with real action verification.

Beyond traditional testing.

AI that predicts, heals, explains, and fixes — unique to BugZeroAI.

Self-Healing Tests

5 strategies (text → role → class → position → AI) auto-fix broken selectors between deploys.

Predictive Bug Detection

30 rules across 6 categories — finds bugs before they happen based on scan data patterns.

Natural Language Testing

"Test that users can checkout" → parsed into Playwright steps → executed with assertions.

Learning Layer (Hermes)

False positive memory, high-risk page tracking, fix pattern recall — gets smarter every scan.

Root Cause AI

Expected vs actual behavior, business impact, evidence summary — the "why" not just "what."

Fix Generation

AI reads source code, writes the fix, opens a draft GitHub PR. You just review and merge.

Capability	BugZeroAI	Mabl	Applitools	Burp Suite
AI Test Generation	✓	✓	✕	✕
Security Scanning	✓	✕	✕	✓
Self-Healing Tests	✓	✓	✕	✕
Fix Generation (Auto-PR)	✓	✕	✕	✕
BRD Validation	✓	✕	✕	✕
Root Cause Analysis	✓	✕	✕	✕
API Contract Testing	✓	✓	✕	✕
Performance Testing	✓	✕	✕	✕

Complete testing coverage.