Controller Reconciliation

This document explains the reconciliation logic used by Omnia’s Kubernetes controllers.

Reconciliation Pattern

Omnia follows the Kubernetes controller reconciliation pattern:

1. Watch - Monitor resources for changes
2. Queue - Add changed resources to work queue
3. Reconcile - Process each resource to achieve desired state
4. Requeue - Retry on transient failures

AgentRuntime Controller

Reconciliation Flow

flowchart TD
    A[AgentRuntime Change Detected] --> B{Validate Spec}
    B -->|Valid| C[Fetch PromptPack]
    B -->|Invalid| F1[Set Failed Status]
    C -->|Found| D{ToolRegistry Referenced?}
    C -->|Not Found| F1
    D -->|Yes| E[Fetch ToolRegistry]
    D -->|No| G[Build Deployment Spec]
    E -->|Found| G
    E -->|Not Found| F1
    G --> H[Create/Update Deployment]
    H --> I[Create/Update Service]
    I --> J[Update Status: Running]

Deployment Building

The controller builds the Deployment spec with:

1. Container image - From operator configuration
2. Environment variables:
   • OMNIA_AGENT_NAME - AgentRuntime name
   • OMNIA_NAMESPACE - Namespace
   • OMNIA_PROVIDER_* - Provider configuration
   • OMNIA_SESSION_* - Session configuration
3. Volume mounts - PromptPack ConfigMap
4. Resource limits - From spec
5. Labels - For identification and selection

Status Updates

The controller updates status with:

• phase - Current lifecycle phase
• replicas - Desired and ready counts
• conditions - Detailed state information

Watched Resources

The AgentRuntime controller watches:

• AgentRuntime resources (primary)
• PromptPack resources (to detect changes)
• ToolRegistry resources (to detect changes)

PromptPack Controller

Reconciliation Flow

flowchart TD
    A[PromptPack Change Detected] --> B[Fetch ConfigMap]
    B -->|Found| C{Validate Content}
    B -->|Not Found| F[Set Failed Status]
    C -->|Valid| D[Find Referencing AgentRuntimes]
    C -->|Invalid| F
    D --> E{Rollout Strategy?}
    E -->|Immediate| G[Update activeVersion]
    E -->|Canary| H[Update canaryVersion]
    G --> I[Notify Agents]
    H --> J{Weight = 100%?}
    J -->|Yes| K[Promote to Active]
    J -->|No| I
    K --> I
    I --> L[Update Status: Active]

Rollout Strategies

Immediate

Changes apply immediately:

1. Validate new content
2. Update activeVersion
3. Agents pick up changes on next request

Canary

Gradual rollout:

1. Validate new content
2. Set canaryVersion
3. Route percentage of traffic to canary
4. Monitor for issues
5. Promote when weight reaches 100%

Watched Resources

The PromptPack controller watches:

• PromptPack resources (primary)
• ConfigMaps (to detect content changes)

ToolRegistry Controller

Reconciliation Flow

flowchart TD
    A[ToolRegistry Change Detected] --> B[Process Handlers]
    B --> C{Handler Type}
    C -->|HTTP/gRPC| D[Use Explicit Schema]
    C -->|MCP/OpenAPI| E[Discover Tools from Service]
    D --> F[Find Matching Services]
    E --> F
    F --> G{Services Available?}
    G -->|All| H[Status: Ready]
    G -->|Some| I[Status: Degraded]
    G -->|None| J[Status: Failed]
    H --> K[Update discoveredTools]
    I --> K
    J --> K

Tool Discovery

For selector-based tools:

1. Find Services matching labels
2. Parse tool metadata from annotations
3. Determine endpoint URL from Service
4. Check Service has ready endpoints

Status Phases

Phase	Condition
Ready	All tools available
Degraded	Some tools unavailable
Failed	No tools available

Watched Resources

The ToolRegistry controller watches:

• ToolRegistry resources (primary)
• Services (to detect tool availability changes)

Error Handling

Transient Errors

On transient errors (network issues, API rate limits):

1. Log the error
2. Set status condition to reflect issue
3. Requeue with exponential backoff
4. Retry reconciliation

Permanent Errors

On permanent errors (invalid spec, missing resources):

1. Log the error
2. Set phase to Failed
3. Set condition with error message
4. Do not requeue (wait for spec change)

Concurrency

Controllers process resources concurrently:

• Default: 1 worker per controller
• Configurable via operator flags
• Safe: Each resource reconciled by one worker at a time

Requeuing

Controllers requeue resources to:

• Retry after transient failures
• Check status of dependent resources
• Implement polling for external state

Requeue intervals:

Scenario	Interval
Success	Not requeued
Transient error	5s - 5m (exponential)
Waiting for dependency	30s