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borjamoskv/README.md

Borja Moskv

Sovereign agent infrastructure · trust substrate · formal verification · immersive systems

I build tools that let autonomous agents remember, verify, execute, and leave evidence.


Borja Moskv Systems Banner

▀▄ Focus

  • Persistent memory for agents: High-density Vector Symbolic Architecture (VSA) memory models.
  • Verifiable AI systems: Zero-trust containment layers (Epistemic Membrane) using Z3 SMT solvers.
  • Distributed cognition: Sovereignty middleware (HMAC-SHA256 obfuscation) for multi-agent swarms.
  • Runtime auditability: Append-Only Ledger (AOF) with SHA-256 Merkle chain verification.

▀▄ Core Systems

Tamper-evident memory, audit trails, and verifiable lineage for AI agents. Operating as an L0 Hypervisor for autonomous agents.

graph TD
    classDef default fill:#0A0A0A,stroke:#2B3BE5,stroke-width:1px,color:#F0F0F0;
    classDef highlight fill:#2B3BE5,stroke:#CCFF00,stroke-width:1.5px,color:#FFFFFF;
    classDef guard fill:#1A1A1A,stroke:#FF0055,stroke-width:1px,color:#F0F0F0;

    subgraph Stochastic Space
        LLM[Agent Stochastic Output]:::default
    end

    subgraph Epistemic Membrane [CORTEX-Persist Containment Shield]
        direction TB
        G1[Z3 SMT Guard / Admission Gate]:::guard
        VSA[Zero-Copy VSA Ring Buffer]:::default
        mmap[( mmap Silicon Space )]:::default
        Hash[SHA-256 Block Sealing]:::default
        Merkle[Merkle Provenance Chain]:::default
    end

    subgraph Trust Substrate
        Ledger[(Append-Only AOF Ledger)]:::highlight
        Proof[Verifiable Audit Pack JSON]:::default
    end

    LLM -->|Decision / Observation| G1
    G1 -->|Passed Asserts| VSA
    VSA -->|Zero I/O Overhead| mmap
    VSA -->|Batch Commit| Hash
    Hash -->|Hash Link| Merkle
    Merkle -->|State Anchoring| Ledger
    Ledger -->|Generate| Proof
    
    style Epistemic Membrane fill:#050505,stroke:#2B3BE5,stroke-dasharray: 5 5;
    style Trust Substrate fill:#050505,stroke:#CCFF00,stroke-dasharray: 5 5;
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Threat Model & Trust Guarantees

Threat Mitigation Mechanism Guarantee Level
Generative Drift (State Drift) Z3-solver formal validation constraints on structural input Hard Gate (C5-REAL)
State Tampering (CRUD Bypass) SHA-256 hash chaining + local AOF append-only Ledger Tamper-Evident Ledger
I/O Latency Spikes Zero-Copy memory mapped mmap Vector Symbolic Architecture (VSA) ring buffer O(1) Memory Bypass
Self-Auditing Degradation AST Autopoiesis runtime self-mutation to eliminate structural code drift Autopoietic Equilibrium

Quickstart: Run in 3 Minutes

# Clone and enter the repository
git clone https://github.com/borjamoskv/Cortex-Persist.git
cd Cortex-Persist

# Install in editable mode with development dependencies
pip install -e ".[dev,acceleration]"

# Run the canonical verification and tampering-detection demo
python examples/demo_canonical.py

Sovereign Agentic Architecture Registry — the definitive hub for multi-agent design patterns, including:

  • Swarm topologies and inter-agent communication matrices.
  • Industrial Noir design tokens for state monitoring UIs.
  • Provenance architectures for cryptographic swarm alignment.

A programming language where trust is a compilation invariant. Formally verified smart contracts via Z3 SMT solver.

  • Compile-time contract specification check.
  • Automatic verification condition generation and logic proofs.

Agent Specification Language (ASL) — open standard for formally specifying and verifying autonomous agent behaviors.


▀▄ System Infrastructure

Semantic GUI automation bridge for macOS, enabling natural language intent execution via macOS API hooks.

Sovereign daemon for macOS memory monitoring and RSS budgeting to contain execution spikes.

Homebrew formulas for local daemon installation: brew tap borjamoskv/tap.


▀▄ Stack & Research Direction

Focus:
  - Verifiable Agent Memory & Provenance Layers
  - Formal Verification for Distributed Agent Runtimes
  - Adversarial Testing of Agent Guardrails & Containment Filters
  - Local-first System-level macOS Daemons
Stack:
  Languages: [Rust, Python, TypeScript, Swift, GLSL]
  Verification: [Z3, SMT Solvers, Merkle Tree Chains, SHA-256]
  Substrates: [SQLite Vector, mmap buffers, AOF logs]
  Design: [Industrial Noir 2026, High-Contrast UI, CSS Grid]

▀▄ Engineering Metrics & Security Audits

Metric Status / Value Verification Source
CORTEX Persist PRs 391+ Merged & Reviewed Git history
CORTEX Test Suite 2,218 / 2,218 passing (100% Green) pytest tests/
Languages in Production Python, Rust, TypeScript, Swift GitHub Linguist
CI/CD Pipeline Ruff lint + pytest on every commit GitHub Actions

Verified Security Disclosures (Immunefi & Audits)

Report ID Severity Target Subsystem Vulnerability Vector Status
OUROBOROS-EIGEN-03NEW CRITICAL EigenLayer AVS Slashing Desync via Latency Front-run in AVS Orchestration SUBMITTED
OUROBOROS-LZ-SHADOW-01 CRITICAL LayerZero V2 Shadow Library Integrity Bypass in LzV2 during Grace Period SUBMITTED
OUROBOROS-LIDO-03 HIGH Lido V3 Untracked ETH Injection in StakingVault Bypasses Quarantine SUBMITTED
CORTEX-NET-C5-01 INFO EVM Topography Network Topography Sync - Ethereum-Public Latency: 36.80ms VERIFIED

▀▄ Public Surfaces


CORTEX Live Agent Surface

CORTEX profile agent status panel

Ledger Transactions Memory Boundary

Wake -> Guard -> Store -> Hash -> Verify -> Project

Layer Public Signal
Runtime cortex-profile-agent
Memory admission CortexEngine.store(...) -> fact #1
Ledger VALID over 1 checked transaction(s)
Hash anchor 6a01d22f5e10efd9e5
Public digest 03378c168ab02795
Profile commit 51cab5503490
Generated 2026-05-27T05:13:58.377920+00:00
Public evidence packet
Field Value
Profile repo borjamoskv/borjamoskv
Source repo borjamoskv/Cortex-Persist
CORTEX project github-profile-agent
Tenant scope public-profile
Last public fact #1
Merkle roots checked 0
Public status JSON assets/cortex-profile-agent.status.json

This is a public projection only. Raw memory, prompts, tenant payloads, secrets, and private ledger details stay outside the README.

Pinned Loading

  1. Cortex-Persist Cortex-Persist Public

    Tamper-evident memory & decision lineage for AI agents. Cryptographic proof of what your agent knew. Powered by a hybrid Python/Rust (Direct-Silicon) core.

    Python 1

  2. mac-maestro mac-maestro Public

    Semantic-first macOS GUI automation with safety gates and structured traces.

    Python

  3. borjamoskv-site borjamoskv-site Public

    Portfolio, essays, and immersive web systems for Borja Moskv.

    HTML

  4. gordacorp-immersive gordacorp-immersive Public

    Immersive audit microsite exploring cinematic front-end direction.

    HTML