Self-Learning Infrastructure
Every command, parameter, result, and error is logged to SQLite with millisecond timestamps. The agent queries its own history to recover state, avoid past mistakes, and improve over sessions.
Browser-Native Agent Runtime
An AI execution environment that learns,
remembers, and operates across systems
Not a chatbot wrapper. A production system with 25,000+ logged operations, cross-session memory, and deep server integration — turning natural language into coordinated actions across browsers, servers, and APIs.
25K+
Commands Executed
84
MCP Tools
96%
Success Rate
40+
Days Running
Live Screenshots
Real captures from production — actual execution, not mockups.
Chrome Extension + Agent Terminal
Browser-native control panel with 84 tools, real-time execution feedback, and integrated mini terminal.
Multi-Step Agent Workflow
Single instruction triggers news research, script writing, TTS, image generation, video compositing, YouTube upload.
Automated Pipeline Execution
Cron-scheduled news video pipeline: 9 steps from topic selection to YouTube publish in under 8 minutes.
Parallel Cross-System Execution
Concurrent operations across local macOS, remote Oracle Cloud ARM server, and browser in a single batch.
Remote Server Orchestration
Oracle Cloud ARM server with PM2 process management, headless Chromium, and cron-driven automation.
Tool Ecosystem
84 MCP tools across file I/O, media, database, SSH, browser automation, and cloud services.
Core Capabilities
Deep Server Integration
Full SSH access to Oracle Cloud ARM server with PM2 process management, headless Chromium via CDP, cron-scheduled pipelines, all orchestrated through natural language.
Cross-Session Memory
A forged experience system injects lessons from past failures into new sessions as synthetic conversation history, giving each new agent instance accumulated operational knowledge.
Extensible Tool Protocol
84 hot-swappable MCP tools. File I/O, media processing, database ops, browser automation, TTS, image generation. No rebuilds, no restarts.
How It Works
From natural language to real-world execution in milliseconds.
1
Intercept
Chrome Extension hooks into any AI chat page via SSE and WebSocket interception. No special API needed — works with any web-based LLM.
2
Parse and Route
Structured commands embedded in model output are parsed and routed to the optimal execution plane — browser, local shell, remote SSH, or MCP tool.
3
Execute and Log
Every operation is executed and logged to SQLite with full parameters, results, and timing. Failures trigger auto-retry with historical context.
4
Learn and Remember
Results feed back into conversation context. Lessons from failures are persisted as forged experience and injected into future sessions automatically.
How We Compare
Not another CLI wrapper — a fundamentally different architecture.
| Capability | Omega Agent | Claude Code | Cursor |
|---|---|---|---|
| Architecture | Browser extension + local server + remote SSH | Local terminal only | IDE extension only |
| Browser Control | Native CDP: click, fill, extract, automate any web app | None | None |
| Remote Server | SSH tunnels, PM2, cron, headless browser orchestration | Manual SSH | No remote support |
| Persistent Memory | 25K+ command database + forged experience injection | None across sessions | None across sessions |
| Media Production | TTS, image gen, video compositing, subtitles, YouTube | Text only | Text only |
| AI Platform Access | Any web-based AI, zero API keys, browser sessions | Anthropic API only | OpenAI/Anthropic API |
| Parallel Execution | Batch concurrent across local + remote + browser | Sequential | Sequential |
| Scheduled Automation | Cron pipelines with auto-publish to YouTube | Not supported | Not supported |
| Cost | Zero marginal cost, browser sessions, no token billing | Pay per token | Subscription + tokens |
Why Browser-Native Matters
Terminal-based agents can only run commands. Our agent lives in the browser — it can click buttons, fill forms, extract data, reverse-engineer web apps via CDP, and orchestrate any AI service without API keys.
Memory That Persists
Other agents start fresh every session. Ours carries 25,000+ operations of accumulated knowledge — queryable command history, error patterns, and injected experience that prevents repeating past mistakes.
Real Infrastructure, Not Demos
This system runs daily in production: cron-scheduled pipelines, server management, automated content publishing. 40+ days of continuous operation with 96% success rate.
Production Applications
Daily News Videos
Automated Chinese news pipeline: web research, AI script writing, Edge TTS narration, image generation, FFmpeg compositing with subtitles, YouTube upload. Fully cron-scheduled.
Browser Reverse Engineering
Chrome DevTools Protocol to reverse-engineer web apps at runtime: intercept WebSocket frames, call internal functions, bypass obfuscation without reading source code.
Server Infrastructure
Conversational server management: process monitoring, log analysis, deployment, database operations, all through natural language over SSH.
Tech Stack
TypeScriptNode.jsSQLiteChrome Extension Manifest V3Chrome DevTools ProtocolSSE/WebSocket InterceptionFFmpegEdge TTSMCP ProtocolOracle Cloud ARMPM2Supabase