AI-Native
Autonomous Agent OS
552 Immutable Contracts · 2,221+ Automated Tests · Zero I/O Kernel
Determinism-first autonomous agent operating system
Full Governance Pipeline
10-Stage ControlPlanePipeline + 14 WorkerLoop Mixins working in concert
AIP Control Plane Protocol
AIP adds governance above MCP — policy engine, risk tiers, evidence audit — without modifying any MCP server
8 Core Competitive Moats
Not proof-of-concept — battle-tested engineering validated by 3,534 tests. Every feature has auditable code evidence.
Self-Evolving Capabilities
6-step pipeline auto-learns skills from GitHub / npm / PyPI / Docker with Bayesian belief tracking and auto-promotion/demotion
Bayesian Trust Engine
Beta distribution probability model tracks each capability's reliability — more executions, more precision; unreliable skills auto-demote
ScreenOS — Screen Operating System
Unified GUI perception and actuation layer across desktop/mobile, 4-level risk assessment, evaluate-before-execute
Self-Goal Engine
System proactively detects capability gaps, generates learning goals, schedules verification, and fills its own skill gaps
Cryptographic Evidence Chain
Every decision generates chained hash digests; operations are byte-for-byte replayable for enterprise compliance audit
Deterministic Zero-I/O Kernel
Pure-logic kernel with absolutely zero side effects — same input always produces same output, distributable and verifiable across machines
Organization Intelligence — Multi-Agent Teams
Auto-spawn agent teams with task assignment, resource arbitration, escalation, and verification aggregation for org-scale automation
Semantic State Plane
8 state domains × 5 fact types — understands "what happened" not just "what was output", with full provenance lineage
12 Design Constitutions, Zero Compromise
Not a GPT wrapper—an Agent OS engineered from line one for determinism, safety, and auditability
Determinism First
552 frozen contracts, 6 determinism gates. Same input always produces same output—predictable, replayable, auditable.
@dataclass(frozen=True) — all contracts immutable Zero I/O Kernel
Absolute zero I/O in the kernel layer. Files, network, and databases all delegated via Port protocols. 1,612 kernel tests need zero external dependencies.
gate_kernel_purity() — 52 compile-time gates enforced Evidence-Driven
100+ LiveEvent types record every decision. replay.jsonl fully replays any historical operation, auditing any learning conclusion's origin.
EvidenceStorePort — immutable evidence chain storage Six-Layer Deterministic Architecture
Three-layer unidirectional dependency, 52 Gate checks enforced at compile time. 45+ pure domain modules, zero side effects.
Click any layer to view details
Engineering Evidence, Not Slides
Every number comes from real codebases. Verifiable, auditable, reproducible.
Covering 15 Scenario Families
46+ role definitions × 61 capability packages × 21 platform baselines form a complete scenario coverage matrix
IT Operations
Automated operations and fault repair for Linux, databases, and networks
Software Development
Full-stack backend/frontend/QA development, CI/CD, and code quality management
Cloud Management
AWS/Azure/GCP multi-cloud management, K8s orchestration, IaC, and cost optimization
Security
Email security, penetration testing, screen operation governance, and threat intelligence
MSP / ITSM
Alert ingestion, ticket management, SLA tracking, on-call, and runbooks
Business Operations
CRM, finance, payments, customer support, and sales pipeline management
Knowledge Management
Document Q&A, RAG-enhanced retrieval, operations knowledge accumulation, and replay
Office Automation
Word/Excel/PPT processing, Teams integration, calendar, and email
Cognitive Intelligence
Goal management, metacognition, curiosity engine, and multi-agent coordination
Rapid Iteration, Continuous Delivery
From AGI Enhancement to ScreenOS, all completed within weeks. Every milestone has full test coverage.
ScreenOS Phase 1: DesktopOS
Screen perception and actuation layer for unified GUI interaction across browsers and desktops.
Base Node v1.2
Production node with 9 systemd services, 58 MCP servers, and full agent loop architecture.
Capability Learning v1.0 - v1.3
Complete external capability acquisition pipeline with discovery, assimilation, Bayesian feedback, and quality profiling.
One Backend, Five Interfaces
Unified HTTP REST backend with 546 endpoints. Full-channel coverage from CLI to native apps.
CLI
Python / argparse
- REPL Interactive Chat
- SSE Streaming Output
- Pipe Mode
- Tab Completion
TUI
Python / Textual
- 5-Screen Dashboard
- F1-F5 Shortcuts
- 10s Auto-Refresh
- Rich Text Panels
Web
React 18 / Vite 5
- 9-Page SPA
- Rich Output Renderer
- Keyboard Shortcuts
- Preference Learning
Desktop
Tauri 2 / Rust
- Native Window
- System Tray
- macOS/Win/Linux
- Web Reuse
Mobile
Expo / React Native
- iOS + Android
- 7 Tab Layout
- Responsive
- Phone/Tablet
Ready to Explore the Future of Autonomous AI?
Deterministic Kernel · Progressive Autonomy · Evidence-Driven · Learning Loop