Cairo Workspace
Start with a goal, choose model routing, enable orchestration protocols, attach context, dictate instructions, and launch governed execution.
Operational Consciousness Infrastructure
CAIRO Conscious Harness
The next-generation software-first agent harness for operational intelligence across goals, code, swarms, models, memory, tools, documents, autonomous companies, and governed execution.
CAIRO
CPOP
Model Intelligence
CSIP Swarms
Memory + DNA
Governance
Self-Healing
Runtime Loop
Observe -> Learn
Operating Mode
Software First
Governance
Active
From
AI that answers
Beyond
AI that acts
Into
AI that operates
Core innovation
Better systems create better intelligence.
Most AI tools scale intelligence by calling bigger models more often. CAIRO scales intelligence through better operational systems: software execution, memory, workflows, swarms, model routing, governance, self-healing, and continuously improving execution.
Better systems create better intelligence.
Users should not need to master prompt engineering, context engineering, model routing, tool selection, or workflow design. A user gives Cairo a goal. Cairo expands it, routes it, decomposes it, assigns agents, executes through governed tools, verifies the outcome, learns from the run, and improves the next one.
Core product
The Cairo operating surfaces.
Cairo combines a goal-first workspace, operator dashboard, terminal workspace, and autonomous software engineering surface into one governed AI operating harness.
Operator Dashboard
Track live tasks, agents, runtime providers, previews, logs, sources, activity, memory, connectors, and operational readiness.
Cairo Code
Use a terminal workspace with model and protocol controls, secure runtime readiness, command execution, and coding orchestration.
Cairo Software Engineer
Run autonomous engineering workflows for large codebases: refactor, build, review, test, repair, verify, and hand off.
Build status
Final production-hardening lane.
The current build has moved beyond architecture into concrete backend contracts and Command Center controls for launch readiness, validation, auditability, health, and smoke testing.
Launch Control
Runbook, evidence package, deployment preflight, manifest, release candidate gate, launch drills, validation, validation history, and audit export.
Production Health
Read-only health snapshot, connector modes, scheduler state, launch validation decision, blockers, warnings, and production smoke contracts.
Operational Adapters
Nango, MarkItDown, Codex, Hermes, and ACE readiness with local, reference, configured, linked, simulated, and live-mode reporting.
Environment Validation
Run migrations and smoke contracts against the deployed database, live credentials, real OAuth/webhook settings, and production runtime profile.
Product surface
Desktop command center, CLI, and transparent configuration.
CAIRO is designed as a clean desktop-first operating surface with terminal power and file-based configuration for advanced teams.
Desktop Experience
Command Center, Chat + Agent Workspace, Kanban, In-App Browser, Terminal, Goals, Swarms, Harnesses, Companies, Integrations, Memory, Efficiency, Security, and Settings.
Cairo Code
A terminal-grade workspace for coding, command execution, secure runtime context, protocol controls, and developer workflows.
Private Runtime State
Cairo keeps user configuration, memory, checkpoints, sessions, plugins, security state, and logs in the installed application runtime, not in this public documentation repository.
System design
Full engineering architecture
The runtime is organized around a continuous loop: observe, understand, plan, execute, verify, learn, heal, and optimize.
Desktop Experience
Command Center, agent workspace, Kanban, browser, terminal, goals, swarms, companies, integrations, memory, efficiency, security, and settings.
Runtime Core
Intent routing, goal planning, task graphs, software execution, verification, learning, recovery, and recommendations.
Efficiency + Model Layer
Native software, local models, ColomboAI-MC-1, OpenRouter, Ollama, frontier compatibility, routing policy, compression, and token savings.
Connectivity + ODIL
DCRS, Nango, MCP-RAG, Scraping2Tools, SiteMap2Tools, EIL, MarkItDown, workflow extraction, and memory graph writing.
Long-Horizon Swarms
CSIP, swarm regeneration, operational DNA, Engineered Memory Protocol, LHTK, checkpointing, handoffs, and sharpness preservation.
Meta-Harness + Governance
Hermes, Codex, Claude Code, OpenClaw, browser agents, custom SDK, risk engine, approval gates, audit logs, policy, and prompt firewall.
Smallest intelligence first
Maximum operational intelligence per token.
CAIRO uses the smallest capable execution layer before escalating. This improves cost, latency, sovereignty, reliability, and enterprise deployability.
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Layer 0
Native Software Execution
Scheduling, permissions, notifications, state, routing, and orchestration with no model call.
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Layer 1
Local Conscious Processor
Nemo 3 Nano Omni, Gemma 4, or Qwen 3.6 Local for intent classification, planning, memory ranking, workflow matching, document preprocessing, and risk pre-checks.
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Layer 2
CAIRO / Open Ecosystem Intelligence
ColomboAI-MC-1 for advanced CAIRO reasoning, with OpenRouter and Ollama as optional routing paths.
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Layer 3
Frontier Intelligence
OpenAI GPT, Anthropic Claude, Google Gemini, sovereign, or external frontier models only when the task truly requires escalation.
New core systems
Documents, integrations, and long-horizon execution become first-class runtime layers.
Operational Document Intelligence
MarkItDown converts PDFs, Word docs, spreadsheets, HTML, images, transcripts, and enterprise documentation into structured operational Markdown before model escalation.
Universal Operational Connectivity
DCRS discovers capabilities while Nango handles OAuth, credentials, sync, webhooks, events, and multi-tenant enterprise connectivity.
Chain Swarm Intelligence
Fresh swarm generations inherit validated state and operational DNA while discarding bloated context, drift, and degraded reasoning.
Engineered Memory Protocol
CAIRO stores active, strategic, long-term, and archived operational memory as abstractions, execution graphs, summaries, and learnings.
Long-Horizon Task Kernel
Checkpointing, entropy monitoring, sharpness scoring, state compression, handoff, regeneration, and recovery for days-long or weeks-long work.
Event Intelligence Layer
GitHub issues, Stripe failures, Slack escalations, Jira updates, CRM events, incidents, and security alerts can trigger governed workflows.
Platform architecture
Public architecture map.
Cairo's public repository explains the product architecture and capability layers. Production source code, private APIs, runtime scripts, deployment logic, credentials, and internal implementation details remain closed source.
Transforms goals into planning, execution, verification, healing, and optimization loops.
Expands user goals into task graphs, tracks progress, and preserves operational history.
Coordinates specialist agents, checkpoints long-horizon work, and resumes execution with memory.
Selects models, compresses context, and routes work through token-aware execution paths.
Turns documents and files into structured operational memory for agents and workflows.
Discovers capability requirements and activates governed integrations through secure connector flows.
Observes Cairo Operator, Cairo Code, Software Engineer, and Autonomous Companies as one governed system.
Manages permissions, approvals, risk posture, secure runtime state, and audit visibility.
Surfaces health, deployment evidence, runtime availability, and adapter readiness before production use.
Builds reusable memory, prompt DNA, execution DNA, and self-improvement signals from successful work.
Install and configure
Access Cairo from the web or desktop.
Start in the browser or install Cairo Desktop for deeper local runtime access, file system workflows, local models, secure terminal execution, and software engineering tools.
Use Cairo in the browser
Open Cairo.sh, sign in, and start with a goal. No desktop installation is required.
Install Cairo Desktop
Choose the installer for your operating system, or use the official release channel.
Install Cairo Desktop, sign in, and connect your preferred model providers, local runtimes, and optional developer tools.
Connect model providers
Optionally configure Ollama, OpenRouter, Hugging Face, OpenAI, Anthropic, Gemini, or your managed provider gateway.
Enable engineering workflows
Install Visual Studio Code, Git, PowerShell, WSL 2, Docker, and OpenShell if your workflow needs software engineering runtime features.
Autonomous operations
Three modes, one governed runtime.
Reactive
The user gives an instruction. CAIRO executes through the safest efficient path.
Assisted Proactive
CAIRO recommends improvements, opportunities, security fixes, cost reductions, and next actions.
Autonomous Proactive
CAIRO acts within standing goals, policy rules, budgets, confidence thresholds, and approval boundaries.
Engineering laws
Governed by default. Efficient by design.
Software first.
Smallest intelligence first.
Continuous optimization.
Proactive intelligence.
Self-healing operations.
Meta-harness orchestration.
Observable, controllable, auditable, safe.