🐯 Hacker Tiger

Deploy once, evolve forever.

📖 Overview

Welcome to Hacker Tiger, a revolutionary, end-to-end deployment validation system that combines blockchain immutability, AI-powered security analysis, and multi-agent consensus to create the most secure and intelligent deployment pipeline ever built.

Mission:
Eliminate deployment vulnerabilities and security breaches by creating an unhackable, AI-governed pipeline.
We replace fallible human code review with deterministic, multi-agent AI consensus, ensuring every code deployment is rigorously validated, cryptographically verified, and immutably recorded before reaching production.

🎯 The Problem We Solve

70% of security breaches originate from vulnerable deployments.
40% of production issues result from human error in code review.
No immutable audit trails make incidents hard to trace.
Compliance violations (GDPR, SOC2, HIPAA) cost millions.

Hacker Tiger solves these problems by providing mathematical guarantees of security and compliance through its unique, automated, and self-evolving architecture.

🏗️ System Architecture

Hacker Tiger is built on three foundational pillars:

Django Backend: The Central Hub
- Web Interface & API Gateway: User-friendly dashboard and RESTful API.
- Blockchain Ledger Management: Immutable, blockchain-like ledger for cryptographic evidence.
- Orchestration: Coordinates validation and deployment workflows.
Multi-Agent Validation System: The Brain
- 13 specialized AI agents work in parallel to scrutinize deployments for vulnerabilities, regressions, privacy risks, and more.
Deployment System: The Execution Engine
- Repository Cloning: Clones target GitHub repo and commit.
- Intelligent Deployment: Detects project type (HTML, Node.js, Jekyll, etc.) and deploys.
- Live Serving & Health Monitoring: Serves app and monitors health/performance.

🤖 The 13 Specialized Agents

A symphony of expertise inspired by methodologies from the Microsoft AI Red Team (PyRIT):

Role
Security Agent
Red Team Agent
Anomaly Detection
Threat Model Agent
Compliance Agent
Authorization Agent
Performance Agent
Explainability Agent
Privacy Agent
Specialized Roles

🧠 The Consensus Algorithm

No single agent can approve or reject a deployment.
A weighted consensus algorithm (inspired by blockchain Proof-of-Stake) ensures robust, reliable outcomes:

Formula:

Consensus Score = (Σ(wᵢ × cᵢ × sᵢ)) / Σ(wᵢ)

wᵢ: Agent Weight (stake, reputation, performance)
cᵢ: Agent Confidence (self-reported)
sᵢ: Agent Verdict Score (1.0 for APPROVE, 0.0 for REJECT)

🔐 The Unbreakable Chain: Context-Aware Key Generation

Every action, validation, and signature is secured by a unique cryptographic key pair—generated by a novel, context-aware algorithm.

How it works:

Gather Contextual Entropy
- session_id, user_id, ip_address
- block_hash, parent_hash, block_id
- deployment_id, commit_hash
- agent_name, audit_id, timestamp

Create Secure Seed with HKDF

# Combine all identifiers
input_bytes = (session_id + block_hash + agent_name + timestamp + ...).encode()
# HKDF to derive a secure seed
from cryptography.hazmat.primitives.kdf.hkdf import HKDF
from cryptography.hazmat.primitives.hashes import SHA256
kdf = HKDF(algorithm=SHA256(), length=32, salt=None, info=b'hacker-tiger-key-derivation')
key_seed = kdf.derive(input_bytes)

Generate Ed25519 Key Pair

from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PrivateKey
priv_key = Ed25519PrivateKey.from_private_bytes(key_seed)
pub_key = priv_key.public_key()

Security Benefits:

Near-Zero Duplication: Massive entropy makes duplicate keys virtually impossible.
Maximum Granularity: Attackers must compromise all system layers to predict a key.
Perfect Forward Secrecy: Each key is ephemeral and context-bound; one compromise doesn't affect others.

🚀 Getting Started

Prerequisites

Python 3.10+
Git
Google Gemini API Key (for full AI analysis)

Local Setup

git clone <your-repository-url>
cd jango/hackathon
python3 -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
python manage.py migrate
python manage.py runserver 0.0.0.0:8000