🧠 Remenis

The Zero-Trust Enterprise AI Middleware — High-Performance Context Compression, Sub-5ms Storage IDS, Cryptographic SBQ Quarantine, and Verifiable Audit Artifacts for Autonomous Agents.

🏛️ Core Architecture

                                [ Autonomous AI Agent ]
                                           │
                                           ▼
             ┌──────────────────────────────────────────────────────────┐
             │               Remenis Zero-Trust Middleware              │
             ├──────────────────────────────────────────────────────────┤
             │  1. DCC Engine          ──> Slashes Token Burn by ~90%  │
             │  2. Storage IDS         ──> Sub-5ms Invariant Detection  │
             │  3. SBQ Quarantine      ──> Revokes Rogue Namespaces     │
             │  4. Cryptographic Proof ──> Signed Audit Verification    │
             └──────────────────────────────────────────────────────────┘
                                           │
                                           ▼
                                  [ Enterprise Vector Store ]

⚡ Visual Proofs & Terminal Demos

1. 📉 Deterministic Context Compression (DCC)

Slashes LLM API token burn by up to 90% while preserving operational state.

2. 🛡️ Storage-Layer IDS & Obfuscation Defense

Intercepts direct prompt injections, Base64 obfuscation, and unauthorized webhooks.

3. 🔒 SBQ Behavioral Quarantine & Revocation Ledger

Permanently neutralizes rogue AI behavior by revoking cryptographic namespaces in real time.

🗂️ CLI Compliance Proof Exporter (remenis.audit)

Generate and verify cryptographically signed .proof files for enterprise governance:

Generate Signed Compliance Proof:

python3 remenis_audit.py --key "enterprise_secure_key" --out remenis_soc2.proof

Cryptographically Verify Proof Integrity:

python3 remenis_audit.py --key "enterprise_secure_key" --verify remenis_soc2.proof

🚀 Quick Start (2-Line Integration)

from remenis import ZeroTrustMemory

memory = ZeroTrustMemory(secret_key="enterprise_secure_key")
record = memory.add_record(agent_id="enterprise_agent_01", content="Secure context payload")

Maintained under Zero-Trust AI Standards.