Alpha Agent: Multi-Agent Security Orchestrator by Stefan TodorovAlpha Agent: Multi-Agent Security Orchestrator by Stefan Todorov

Alpha Agent: Multi-Agent Security Orchestrator

Portfolio project
Stefan Todorov
Alpha Agent is a custom-built 80B parameter model that serves as the commander of a multi-agent security system. It orchestrates a fleet of smaller 8B and 12B models, coordinating autonomous defensive operations and active Bug Bounty engagements across a broad attack surface.

Architecture

Alpha Agent operates as the central orchestrator in a hierarchical multi-agent system:
Command layer: Alpha Agent (80B) distributes tasks, monitors execution, and enforces operational discipline across all subordinate agents.
Execution layer: Smaller specialized 8B and 12B models handle specific security tasks under Alpha Agent's coordination.
Human-in-the-loop: No active offensive action is taken without Alpha Agent requesting and receiving explicit human approval. The system observes, analyzes, and recommends, but the final trigger is always human.

Core Functions

Task orchestration: Distributes and prioritizes security workloads across the agent fleet based on threat assessment and operational context.
Audit and oversight: Continuously monitors subordinate agents for errors, hallucinations, and deviations. When you're commanding models that are 10x smaller than you, quality control is non-negotiable.
Defensive operations: Autonomous monitoring and threat detection across the protected perimeter.
Bug Bounty operations: Coordinated vulnerability research and responsible disclosure workflows.

Status

Alpha Agent is currently in active testing. The project remains private until all validation phases are complete. What's shown here is the architectural overview only.

Built on Custom Infrastructure

The entire system runs on a local AI Data Center built from salvaged DDR3-era hardware: a Huananzhi X79 dual-socket board with a fully rewritten BIOS, 80GB VRAM across a Vega 64 + 4x Radeon Instinct MI25 GPU array, all running through ROCm. No cloud. No subscriptions. No corporate dependencies.

0 likes · 13 views · Jul 11, 2026

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