# AgentShield > Deterministic AI Agent Security & Governance Framework aligned with the OWASP 2026 Top 10 for LLM & Agentic Applications. - Website: https://codesphere-u.github.io/agentshield/ - Interactive Studio: https://codesphere-u.github.io/agentshield/studio.html - OWASP 2026 Benchmark: https://codesphere-u.github.io/agentshield/proof.html - Defense Matrix: https://codesphere-u.github.io/agentshield/rules.html - Documentation: https://codesphere-u.github.io/agentshield/docs.html - Full LLM Context: https://codesphere-u.github.io/agentshield/llms-full.txt - Source & Releases: https://github.com/codesphere-u/agentshield ## Core Subsystems - `PromptInjectionDetector` (`LLM01:2026`, `LLM08:2026`): Direct override, ChatML delimiters, Base64/Hex decoded payloads, zero-width steganography. - `AgentShieldPolicy` (`ASI02:2026`, `LLM06:2026`): Declarative `allow` / `deny` / `require_approval` rules + deep inspectors for shell chaining, path traversal, cloud metadata SSRF, and SQLi. - `DataLeakageDetector` (`LLM02:2026`, `LLM05:2026`, `LLM07:2026`): Redacts API keys, PEM keys, JWTs, DB URIs, SSNs, Luhn credit cards, XSS payloads, and canary tokens. - `AuditLedger`: Append-only SHA-256 hash-chained log with `verify_integrity()`.