The Dianao Agent Swarm

Every client gets a dedicated swarm of AI agents, each specialized for different aspects of IT operations. These agents communicate, coordinate, and collaborate to maintain your infrastructure autonomously.

🤖

Monitor Agent

Operations Agent

🔒

Security Agent

💰

Cost Agent

Specialized AI Agents

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Monitor Agent

Continuously observes all infrastructure components, collecting metrics, logs, and traces. Detects anomalies and patterns that indicate current or future issues.

  • - Real-time metric collection
  • - Log analysis and correlation
  • - Anomaly detection
  • - Baseline learning

Operations Agent

Takes action to maintain system health. Handles scaling, patching, deployments, and remediation. Implements changes with automatic rollback if issues arise.

  • - Auto-scaling and load balancing
  • - Patch management
  • - Service remediation
  • - Configuration management
🔒

Security Agent

Protects infrastructure from threats using behavioral analysis. Detects and neutralizes anomalies, manages vulnerabilities, and ensures compliance.

  • - Behavioral threat detection
  • - Vulnerability management
  • - Compliance monitoring
  • - Automated response
💰

Cost Agent

Optimizes cloud spend through right-sizing, waste elimination, and intelligent purchasing. Continuously finds savings opportunities.

  • - Resource right-sizing
  • - Waste identification
  • - Reserved capacity planning
  • - Spend forecasting
📈

Prediction Agent

Uses machine learning to forecast issues before they occur. Predicts failures, capacity needs, and cost trends weeks in advance.

  • - Failure prediction
  • - Capacity forecasting
  • - Trend analysis
  • - Preventive recommendations
📄

Explainer Agent

Documents every action taken by other agents. Generates human-readable explanations, post-mortems, and recommendations.

  • - Action documentation
  • - Post-mortem generation
  • - Impact analysis
  • - Audit trail creation

How Agents Communicate

Agents share information through a central message bus, enabling coordinated responses to complex scenarios.

1

Event Detection

The Monitor Agent detects an anomaly - perhaps database latency is increasing beyond normal thresholds.

2

Analysis & Correlation

The Prediction Agent analyzes historical patterns and determines the issue is likely to cascade to other services within 15 minutes.

3

Action Planning

The Operations Agent proposes scaling the database and rerouting traffic. The Cost Agent confirms this won't exceed budget thresholds.

4

Execution & Documentation

The Operations Agent executes the plan while the Explainer Agent documents everything for your team's review.

See the Architecture in Action

Schedule a technical deep-dive to understand how Dianao's agents would work with your infrastructure.