In enterprise banking, security teams are flooded with thousands of security alerts daily, but over 70% represent unreachable dead code. Working as Lead Solution Architect alongside our Forward Deployed Engineer (FDE), we built OneShield to solve scanner noise and automate fix synthesis with zero-trust guardrails.
💡 Key Features & Functionality
🤖 Multi-Agent Orchestration: Concurrent SAST, DAST, and SCA analysis powered by Google Gemini 3.7 Flash and the Google Antigravity SDK.
🛡️ 3-Layer Guardrails: Prompt injection defense, 0.70 confidence fail-safe circuit breaker, and AST syntax & secret leak validation.
📦 Continuous In-Cluster Security: Automated Trivy Operator deployed via Helm in GKE Autopilot for real-time runtime container scanning with zero licensing overhead.
🔭 Full-Stack Observability: OpenTelemetry SDK distributed tracing + LangSmith quality telemetry tracking token usage, latency, and agent reasoning paths.
🔒 Zero-Trust DevSecOps Gating: Keyless container signing via Sigstore Cosign and GKE Kyverno admission policy enforcement.
For more details, read my Linkedin post here https://lnkd.in/p/ebxVWcum
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