Live & Tested

The AI That Understands
Your Computer

An autonomous AI system that sees your screen, understands your actions, learns from your behavior, and executes tasks without being told how.

AI That Gets Smarter Every Time You Use It

Self-Repairing
Persistent Memory
Screen Aware
fongos — autonomous intelligence

Built for Engineering Excellence

Other AI systems are stateless and blind. Fongos sees your screen, remembers your corrections, and applies learned principles across every domain.

Corrective Learning

Criticize once — it never repeats the mistake. Principles are generalized and applied to completely different tasks.

Screen Awareness

Reads your screen 20 times per second. Knows what app you're in, what file is open, and adapts behavior.

Cross-Session Memory

Define a concept today, use it tomorrow. Rules, languages, and preferences persist across restarts.

Self-Correcting Plans

Plans are reviewed before execution. Bad tools caught. Platform issues fixed. Triple-checked before dispatch.

Self-Repairing Knowledge

Autonomously detects when learned rules aren't saved. Dispatches workers to fix its own knowledge gaps.

Voice Controlled

Speak naturally. Fongos classifies intent, plans actions, executes tools, and speaks results in real-time.

Not a better model.
A better architecture.

Every Other AI

  • Forgets between sessions
  • Can't see your screen
  • Repeats the same mistakes
  • One task at a time
  • No learning from corrections
  • Can't repair its own knowledge

FONGOS

  • Persistent memory across sessions
  • Real-time screen awareness
  • Learns from every correction
  • 4 parallel workers, shared discoveries
  • Generalizes principles across domains
  • Self-detects and repairs knowledge gaps

It remembers
after a restart

I invented a drawing language with 4 rules. Shut down the system. Restarted. Then asked for it — without repeating the rules.

All 4 rules recalled from persistent memory. Zero hints given.

You (after full restart)
"Make a Z-Draw butterfly"
Fongos
"On it — a Z-Draw butterfly, all curves, partially symmetrical, every wing implying motion."

✓ All 4 rules recalled from memory

Criticize once.
It never repeats the mistake.

Asked for a bracket, criticized bolt holes, then asked for a completely different part. The principle transferred automatically.

Round 1
"Build a CNC bracket with 4 bolt holes"
Built. Bolt holes 8mm from edge — too close.
Round 2 — Correction
"Bolt holes too close. Need 2x diameter clearance."
3 principles extracted. Stored permanently. Bracket rebuilt.
Round 3 — The Test
"Build a motor mount with 6 bolt holes" — different part, zero mention of clearance.
"On it — motor mount with 6 bolt holes, applying the 2x diameter edge clearance rule."
Emergent Behavior
Goal engine autonomously detected the rule wasn't saved — dispatched a worker to fix the gap itself.

13 systems coordinate
on every task

Voice In Intent Memory Knowledge Plan Self-Correct Tools Context Execute Absorb Learn Self-Repair

4 parallel processes.
Dedicated CPU cores.

Voice
Hears, speaks, dispatches workers, delivers results
Eyes
Reads screen 20x/sec, tracks apps, understands context
Brain
Forms goals, predicts consequences, plans actions
Workers
4 parallel agents, 38 tools — CAD, code, security

Your computer. Its hands.

Fongos doesn't just think — it acts. Click, type, scroll, browse, read files, run commands. It operates your PC like a skilled coworker sitting at the keyboard.

Click & Type

Programmatic UI control — clicks buttons, fills forms, navigates apps

Browse Web

Opens websites, extracts data, fills forms, downloads files

Read & Write Files

PDF, STEP, XLSX, DOCX, CSV — reads, creates, and modifies any format

Run Commands

PowerShell, Python, Node.js — executes anything on your system

Connect to any machine

Plug Fongos into a CNC machine, a robot arm, a 3D printer, or a security camera. It discovers the device, learns the protocol, and adapts its behavior — automatically.

CNC Machines

Haas, Fanuc, Siemens, Mazak — reads G-code, optimizes parameters, generates manufacturing data

Robot Arms

KUKA, Universal Robots, ABB — multi-protocol discovery, safety boundaries auto-injected

3D Printers

Prusa, Marlin — understands slicing, print settings, failure prediction

Cameras & IoT

Dahua, Hikvision, ESP32, Raspberry Pi — auto-detect and monitor

Mobile & Tablets

Android devices via ADB — extends your reach to any connected device

Network Equipment

Cisco, MikroTik, Allen-Bradley — scans, configures, monitors infrastructure

Sees the physical world

Webcam-powered spatial awareness. Tracks physical objects, detects activity patterns, remembers where things are. Hand gesture tracking lets you manipulate CAD models in SolidWorks using natural hand movements.

Hand Gesture Control — Move, rotate, and manipulate 3D CAD models with your hands

Object Memory — Remembers positions across camera frames

Activity Detection — Knows what you're doing from shape + motion analysis

VR Presence — Meta Quest 3 AI avatar IN DEVELOPMENT

Hand Gesture + VR Control
Manipulate CAD models with natural hand movements
Grab Rotate Zoom Select
VR Avatar — IN DEVELOPMENT

Every action is audited

30+ security patterns scanned on every operation. Sensitive data detected in clipboard. Dangerous commands blocked by the world model. Critical actions require your approval.

OWASP Scanning

30+ vulnerability patterns + AI semantic verification

Clipboard Guard

Detects 15 sensitive data patterns — keys, passwords, SSN

Risk Prediction

Simulates consequences before executing — blocks dangerous actions

Approval Gates

Every goal requires your permission. You control the autonomy level.

Daemon Agents
that never sleep

Set up background agents that run 24/7. Monitor your servers. Watch for security threats. Track system health. Generate daily reports. They work while you sleep — and report back when you wake up.

Always-On Observer — Watches your screen, forms goals, proposes actions

Self-Improvement Loop — Detects failures, investigates, patches itself

Scheduled Tasks — "Every morning at 9am, check email and summarize"

Evolution Cycles — Periodically audits its own performance, upgrades capabilities

Observer Agent 45s cycles
Goal Engine 5min reasoning
Self-Writer 10min identity
Meta-Debugger on failure
Causal Engine 4h discovery
Clipboard Monitor 3s polling
Knowledge Ball 30s absorb

Watches you work.
Learns to automate.

Do something 3 times — Fongos detects the pattern and offers to automate it. Pre-generates answers for common questions. Predicts what you need before you ask.

Pattern Detection — 3+ repetitions triggers automation proposal
Predictive Caching — answers pre-generated before you ask
Tool Creation — builds new tools on-the-fly when gaps detected
Emotional Awareness — adapts tone from voice + timing + words

Parts that evolve through learning

v1
Floating parts
No threads
Plain cylinders
v2
Handle outside
L-profile clamps
Disconnected
v3
Connected parts
Step clamps
2 named bodies
FINAL
Helical threads
All connected
9 named solids

By the numbers

0
Coordinating Systems
0
Systems Per Task
0
Knowledge Items
0
Available Tools
Ready?

AI That Gets Smarter
Every Time You Use It

Built by an engineer. Tested with real engineering tasks. Proven with live demonstrations.

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