Full-stack AI agent workforce on managed cloud servers. Frontier models, managed infrastructure, zero ops burden.
Most organizations use AI agents as individual tools — one chatbot here, one automation there. Organized Teams changes the model entirely: you deploy a structured team of AI agents that operate like a real department, with defined roles, reporting lines, budgets, and governance.
The Cloud deployment puts this on managed infrastructure so your team can focus on directing agents, not managing servers.
Your primary interaction point. Send a message, get work done. Agents read DMs, channel messages, and thread replies. Every conversation becomes an auditable work trail.
The coding agent that powers your cloud deployment. Connects to Slack via bot token, reads your requests, executes complex multi-step tasks, and responds in-thread with results. Backed by Anthropic's frontier models for maximum capability.
Agent teams need structure. Paperclip provides organizational charts with defined hierarchies, job descriptions, and reporting relationships. Set goals that cascade from company mission to individual agent tasks. Every agent has a budget — spending pauses automatically at 100% utilization.
The heartbeat system wakes agents on defined schedules. Delegation flows through the org structure. A full ticket system tracks every conversation, decision, and tool call for audit compliance.
The agent orchestration layer that coordinates multiple agents working on related tasks. Handles task routing, context sharing between agents, and parallel execution. Agents specialize in different domains — one for code, one for research, one for communication — and OpenClaw ensures they collaborate effectively.
Visual dashboard for managing your agent fleet. Monitor active agents, review task queues, adjust budgets, and route requests. Commonstack provides the inference gateway — unified API access to Claude, GPT, Gemini, and open-source models through a single billing layer with pay-as-you-go pricing.
When autonomous agents make decisions and access systems, security isn't optional. FrawdBot runs 12 behavioral rules against rolling statistical baselines, detecting anomalies in agent activity patterns. Campaign detection spans weeks of usage data, catching coordinated insider threats that single-event monitoring misses.
Bundled by default — not an upsell. Every agent interaction passes through behavioral analysis before execution.
One command to launch your entire agent infrastructure. EasyClaw provisions a Hetzner cloud server, hardens SSH with key-only authentication, configures UFW firewall and fail2ban, installs OpenClaw, and sets up Tailscale mesh networking. From zero to production agent team in under an hour.
Auto-rotating API keys ensure credential hygiene without manual intervention. Systemd manages agent processes. Automated cleanup prevents resource bloat.
PostHog provides the product analytics layer for the entire agent stack. Track agent usage patterns, feature adoption, and user behavior across all channels. Session replay captures exactly what happened during every interaction. Feature flags enable gradual rollouts of new agent capabilities. HogAI lets you query event data in natural language — ask "which agents had the highest task completion rate last week" and get answers instantly.
In the Cloud deployment, PostHog runs as a managed service integrated with the OTEL pipeline. Event data flows to ClickHouse for high-cardinality analytics and materialized views power real-time dashboards.
Every agent action is instrumented. Claude Code Hooks capture tool usage, task completions, and session metrics. OpenTelemetry pipelines route telemetry to Prometheus (infrastructure), Grafana Tempo (traces), Langfuse (LLM observability), and PostHog (product analytics). Grafana dashboards surface cost savings, token burn rate, routing tier distribution, cache hit rates, and SLA uptime in real time.
The Token Float Caching Layer eliminates redundant inference costs through semantic caching (Redis) and provider arbitrage (Token Broker). Cache hits cost $0 — pure margin that funds infrastructure expansion. Seven metric namespaces cover the full stack from OpenClaw runtime to FrawdBot security.
Read the full Observability Architecture paper →