Agentic Engineering System (AES Inc.)

Version: 2.1.0

"Structure for Automation, Vibe for Creation."

AES Inc. is a premier digital automation system specializing in "Vibe Architecture." We provide a full-stack virtual workforce that sits on top of the Google Antigravity IDE, transforming the solitary developer into a CEO of their own digital enterprise.

---

📋 Executive Summary

At AES Inc., we don't just "write code." We manufacture software with:

1. The Virtual Workforce (Agents): Specialized agents—from Backend Engineers to HR Representatives—who follow strict Standard Operating Procedures (SOPs).
2. The Dual-Brain Architecture:
   • Otak Antigravity (antigravity/brain/): Cognitive layer for active tasks and plans.
   • Otak Gemini CLI (tmp/): Operational layer for session logs and raw interaction memory.
3. The Neural Link (Sync): Persistent state management through Anytype integration.

---

🎯 Mission & Core Principles

"To liberate the Vibe Architect from the mud of syntax, enabling the creation of software that Wows."

Principle	Description
Indomitable Perseverance	We do not stop. If a test fails, we fix it.
Radical Delegation	The CEO (User) defines What/Why; AES handles the How.
Premium Aesthetics	It must Wow. Boring is a bug.
Order over Chaos	Structure is Freedom. SOPs enable creativity.

---

🏢 Corporate Structure

graph TD
    CEO["CEO (User)"]:::exec -->|Command: aes| Root["Root (~/.gemini)"]
    Root -->|Orchestration| AG["Antigravity (Brain Center)"]
    Root -->|Session Mem| GCLI["Gemini CLI (Ops Storage)"]
    Root -->|Resources| Agent[".agent (Skills/Workflows)"]
    Root -->|Reference| Knowledge["Knowledge (Docs)"]

    AG -->|Executes| Factory["Factory Floor (Workspace)"]
    Factory -->|Artifacts| AG
    Factory -->|History| GCLI
    Factory -->|Commit| Knowledge

    classDef exec fill:#ff9900,stroke:#333,stroke-width:4px,color:black;

Loading

---

📂 Campus Map (Directory Structure)

~/.gemini/                       # Unified Headquarters (HQ)
├── .agent/                      # Resource Layer
│   ├── skills/                  # MCP Skills & Tools (Autonomous)
│   └── workflows/               # SOPs (Slash Commands)
├── antigravity/                 # Cognitive Layer (Internal Brain)
│   ├── brain/                   # Active Task Memory (The Workspace Brain)
│   ├── knowledge/               # Immutable Documentation (Submodule)
│   └── global_workflows/        # Standard Instructional Manuals
├── aes/                         # Interface Layer (Launcher)
│   └── aes_inc.py               # The AES Management Script
├── tmp/                         # Ops Storage (Gemini CLI Brain)
├── scripts/                     # System-wide Automation
├── venv/                        # Python Virtual Environment
└── README.md                    # You are here

Key Locations

Location	Purpose
antigravity/brain/	Otak Antigravity: Active tasks & plans
tmp/	Otak Gemini CLI: Session logs & raw history
.agent/skills/	Executable capabilities (MCP tools)
.agent/workflows/	Agent SOPs (slash commands)
antigravity/knowledge/	Immutable rules & corporate documentation (AES KB)

---

🚀 Quick Start

Environment Setup

Important

Always use the dedicated virtual environment located at the root.

source ~/.gemini/venv/bin/activate

Launching the System

Execute the command center via the global alias:

aes

---

📜 Key Workflows (Slash Commands)

Command	Role	Description
/agent_engineering_manager	Engineering Manager	Planning & Triage
/agent_staff_engineer	Staff Engineer	Architecture & Tech Stack
/agent_software_engineer	Software Engineer	Backend & APIs
/agent_qa_engineer	QA Engineer	General Verification
/agent_tech_writer	Tech Writer	Documentation
/agent_l3_support	L3 Support	Root Cause Analysis

---

🛠️ MCP Servers & Skills

The system integrates with multiple MCP servers:

Server	Purpose
Agentic Testing	Autonomous unit testing & self-healing
Github	Repository management
Auto Linter	Code governance & static analysis
Vision	Unified vision & video intelligence
Anytype	Persistent state management (Sync7)

---

🏆 Competitive Advantage

Feature	Standard LLM	AES Inc.
Context	Ephemeral (Lost on reload)	Persistent (Anytype + Brain)
Output	Spaghetti Code	Premium Vibe Architecture
Reliability	Hallucinations	Fact-Checked (Knowledge Base)
Role	Assistant	Strategic Partner

---

📚 Learn More

• AES Knowledge Index
• Strategic Roadmap
• Staff Directory

---

Maintained by the Antigravity Engineering Team — AES Inc.