Autonomous PR Gatekeeper & AI Software Supply Chain Defense
Designed for CTOs, CISOs, and Agency Directors navigating Shadow AI risk.
45% of AI-generated code introduces critical vulnerabilities (empty catches, broken auth, tainted inputs). 30% of companies knowingly ship it.
August 2026 WEL1DROPPER campaign weaponized 1,000 trojan npm/PyPI packages targeting non-existent names hallucinated by LLMs.
Under EU CRA Articles 10/11 (enforced March 2027), shipping software with unverified AI dependencies risks fines up to €15M or 2.5% of global turnover.
| Engine | Detection Scope & Mechanism | Threat Neutralized |
|---|---|---|
| AiSlopScanner | Microsecond AST heuristics checking tautological ternaries, empty catch blocks without logging, and hallucinated comments. | Technical debt explosion, silent runtime failure suppression, and AI hallucination artifacts. |
| Slopsquatting Hunter | Real-time deterministic validation against npm/PyPI registries; flags non-existent or suspicious packages (<7 days old). | Malware-injected dependencies hallucinated by LLMs (e.g. fake huggingface-cli downloaded 30,000x). |
| Secret & Watermark Guard | Shannon entropy calculation + Unicode inspection for 12 invisible markers (U+200B zero-width chars & Cyrillic traps). | Exposed live Stripe/AWS keys, unapproved Shadow AI watermarks, and invisible prompt injection traps. |
| Cost Factor | Without Garnet Gate | With Garnet Gate | Net Financial Advantage |
|---|---|---|---|
| Senior Tech Lead Time | 18 hrs/mo reviewing AI slop @ $80/hr = $1,440/mo | 2 hrs/mo (Auto-rejects dangerous PRs) | +$1,280 / month direct cash saved |
| Trojan Dependency Breach | $30,000–$50,000 contract loss & downtime | Pre-merge pull request block | $50,000 client reputation protected |
| Regulatory CRA Audit | Up to €15,000,000 regulatory exposure | Frankfurt Clean Certificate provided | 100% compliant supply chain |
| Monthly Investment | High developer burnout + unvetted risk | $249 / month (Flat rate, Unlimited Repos) | 5.1x Direct ROI on Day 1 |