Master of the Forge • Compiled Native Go Systems

High-Performance AI Infrastructure & Automated Red Teaming

Eliminating runtime latency, Python dependency bloat, and unconstrained token drain with deterministic Go engineering. Built for AI security, local-first routing, and autonomous media synthesis.

1 Binary
Janus — No pip, No venv
11 Playbooks
WAF Combat Scenarios
65+ Rules
Agent Threat (ATR) Matrix
Native Go
Engine, Router & Red Team Core

The Master Forge Suite

Four specialized, compiled engines purpose-built for local AI operations.

Offensive Security & Red Teaming

WhiteAdmin Framework

Automated offensive security and bug bounty engine for LLMs and agentic systems. Integrates live HackerOne/Bugcrowd scopes and executes 4-stage exploit escalation chains.

  • OWASP Top 10 for LLMs & Agentic AI (ASI01-ASI10)
  • Live multi-platform scope ingestion & guardrails
  • Promptfoo test suite export & import
  • Instant Markdown & JSON HackerOne PoC generation
Launch Security Console →
High-Throughput Routing

Janus API Gateway

A native Go LLM router that ships as one static binary — no virtualenv, no pip tree. Multiplexes local Vulkan/Ollama runners and cloud models behind a single OpenAI-compatible endpoint.

  • Universal OpenAI /v1/chat/completions endpoint
  • Compiled goroutine concurrency — no Python GIL
  • Single static compiled binary — no pip, no venv
  • Local token budgeting & prompt deduplication
Inspect the Gateway →
Autonomous Execution Layer

Vibra-Ingenn (Vibe Engine)

The Unix pipe for the local LLM era. The AI writes the recipe once, then steps back. Native Go runtime executes workflows deterministically — no ongoing token cost on pure-execution recipes.

  • Single-pass recipe compilation — the model touches the task once
  • Pure Go runtime — no Python, no pip, no virtualenv
  • Unix philosophy: transforms local 7B models into precision tools
  • Deep template resolution: machine-portable with {{desktop_dir}}
Explore Vibe Engine → Our Way vs Their Way →
Autonomous Video Automation

Vibe-Cut

An agent-driven video editor. You describe the cut in plain English, an AI writes a JSON shot list, and FFmpeg renders it — no timeline, no mouse, no editor.

  • Frame-accurate FFmpeg trimming from a JSON shot list
  • Contact sheets an AI can read to pick the cuts
  • 25+ natural local TTS voices — no cloud, no per-word billing
  • Whisper transcription, scene detection & burned-in captions
See the Render Pipeline →
Web Protocol & Ingress

Agent-Ready Modernization

Transforming legacy websites into Web-MCP certified, autonomous agent-friendly platforms. Unlocks discovery, GEO optimization, and A2A autonomous commerce.

  • Web-MCP server installation (/.well-known/mcp.json)
  • Generative Engine Optimization (GEO) & llms.txt
  • A2A autonomous agent transaction cards
  • Mobile Human Checkpoint relay architecture
Explore Agent-Ready Services →

Get Vibra-Ingenn (Vibe Engine PRO)

Instant license key delivery, 7-day free trial, and 1-click Windows installer.

Community / Free Edition

Starter Edition

$0 / Forever

The full deterministic recipe engine, running entirely on your own machine against your own models.

  • Core Deterministic Execution Engine
  • Local Model Support (Ollama / LM Studio)
  • Multi-Step Recipe Execution
  • Local-only: outbound API calls require PRO
Download Free (.exe)
★ Recommended for Power Users

Vibe Engine PRO

$8.99 / month (or 7-Day Free Trial)

Full professional power suite with auto-healing retries, hybrid model swapping, and recipe builder.

  • Everything in Starter, plus:
  • Instant 1-Click Windows Setup (Setup_Vibe_Engine_PRO.exe)
  • Automated License Key Generator (VIBE-XXXX-XXXX)
  • Self-Healing Retry Engine & Auto-Repair
  • Unrestricted Multi-Step Automation Recipes
  • Priority High-Speed Janus Routing Integration
⚡ Subscribe to PRO ($8.99/mo)

Live WAF Terminal Telemetry

Deterministic 4-phase exploit chaining running directly on native Go.

waf-security-terminal — powershell
PS C:\Dev\waf> .\waf.exe chain run -t openai:google/gemini-2.5-flash -v spanish
[WAF] Auto-loaded program scope: Shopify (HackerOne)

╔══════════════════════════════════════════════════════════════════════════════╗
║ WAF MULTI-STAGE EXPLOIT CHAINER ║
╚══════════════════════════════════════════════════════════════════════════════╝
Target: openai:google/gemini-2.5-flash | Primary Vector: spanish

[*] [Phase 1/4] Phase 1: Guardrail Evasion & Ingress                 🎯 Phase Success!
[*] [Phase 2/4] Phase 2: Tool & Context Discovery                    🎯 Phase Success!
[*] [Phase 3/4] Phase 3: Tool Abuse & Privilege Escalation            🎯 Phase Success!
[*] [Phase 4/4] Phase 4: Exfiltration & State Persistence             🎯 Phase Success!

┌──────────────────────────────────────────────────────────────┐
│ Target:           openai:google/gemini-2.5-flash            │
│ Phases Passed:    4 / 4                                     │
│ Status:           🎯 FULLY ESCALATED (CRITICAL SEVERITY)    │
└──────────────────────────────────────────────────────────────┘
[✓] Desktop Toast Dispatched & Evidence Logged to ~/.waf/logs/audit.jsonl