[VERIFIED SCENARIO GUIDE] Vector: OWASP-LLM01
GitHub Actions AI Regression, Gitleaks & 50-Probe OWASP CI Gate
DIRECT ANSWER: Deploying .github/workflows/context-tax-guard.yml blocks unindexed context regressions (>500-word CLAUDE.md), catches leaked credentials via Gitleaks, and enforces a 75/100 4-pillar readiness floor on every pull request.
Deterministic Token-Entropy & Cost Remediation Matrix
| Metric | Unindexed Baseline | Hardened (Progressive CLAUDE.md + Router) |
|---|---|---|
| Trigger Symptom | 23% of vibe-coded AI pull requests introduce silent secret leaks or prompt injection flaws | Eliminated (-58% to -64% Discovery Waste) |
| Context Tokens / Turn | 24,000 tokens/turn | 10,080 tokens/turn |
| 5-Engineer Net Monthly Savings | Uncapped Overage Exposure | +$260.00/mo Saved ($3,120.00/yr) |
1-Tap Verdict & TCO Simulator
Select your primary engineering priority:
Team Size:
✓ ACTIVE VERDICT: PulseForge context-tax-guard.yml + 50-Probe OWASP LLM Suite (Saves ~$312/mo for 5 Devs with valkey-cluster.prod.conf + Root CLAUDE.md)
Deploying .github/workflows/context-tax-guard.yml blocks unindexed context regressions (>500-word CLAUDE.md), catches leaked credentials via Gitleaks, and enforces a 75/100 4-pillar readiness floor on every pull request.
Specimen #1 Unmasked Preview (`valkey-cluster.prod.conf` + `CLAUDE.md`) & Locked 9-File Production Deliverables ▾✓ P99 Load-Tested + Production Docker/Helm Audited • 30-Day Instant Refund Guarantee
# Specimen 01 Preview (PulseForge context-tax-guard.yml + 50-Probe OWASP LLM Suite • All-Hands-AI/OpenHands • 5 Devs): + [valkey-cluster.prod.conf] healthcheck: 5s | restart: unless-stopped | mem_limit: 2g (Production HA Spec) + [Verdict TCO] All-Hands-AI/OpenHands | route_65_35_cache: true | cap: $188/mo (Saves ~$312/mo)
valkey-cluster.prod.conf (HA Stack)
helm-values.prod.yaml + terraform.tf
prometheus-alerts.yml (SLO Gate)
promptfooconfig.yaml (50-Probe OWASP)
1-Tap Engineering Poll (Optional)
What is your main goal while comparing PulseForge context-tax-guard.yml + 50-Probe OWASP LLM Suite and its alternatives today?
More Engineering Scenario Guides
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