Automation Roadmap

graph LR
    subgraph QA[Quality Assurance Evolution]
        QA1[Initial High Sampling]
        QA2[Intermediate Strategic]
        QA3[Mature Anomaly-Triggered]

        QA1 --> QA2
        QA2 --> QA3
    end

    subgraph POC[POC CURRENT]
        POC_F[POC Features]
    end

    subgraph R05[Release 0.5]
        R05_F[Limited Production]
    end

    subgraph R10[Release 1.0]
        R10_F[Full Production]
    end

    subgraph Future[Future]
        Future_F[Distributed Intelligence]
    end

    POC_F --> R05_F
    R05_F --> R10_F
    R10_F --> Future_F

Phase Details

POC (Current v2.6.33)

• All content analyzed
• Basic AKEL Processing
• No risk tiers yet
• No sampling audits

Release 0.5 (Planned)

• Tier A/B/C Published
• All auto-publication
• Risk Labels Active
• Contradiction Detection
• Sampling-Based QA

Release 1.0 (Planned)

• Comprehensive AI Publication
• Strategic Audits Only
• Federated Nodes Beta
• Cross-Node Data Sharing
• Mature Algorithm Performance

Future (V2.0+)

• Advanced Pattern Detection
• Global Contradiction Network
• Minimal Human QA
• Full Federation

Philosophy

Automation Philosophy: At all stages, AKEL publishes automatically. Humans improve algorithms, not review content.

Sampling Rates: Start higher for learning, reduce as confidence grows.