sequenceDiagram
    %% Persistent Learning: Fixing the Optimization Conflict

    participant H as Human Supervisor
    participant E as Episteme
    participant G as Gardener
    participant IA as Implementation Agent

    H->>E: Correct the agent
    Note right of E: Human stores correction with forbidden alternative.

    E->>G: Negative constraint stored
    Note right of G: Gardener sees the correction event.

    G->>E: TrustRank penalty
    Note right of E: Implementation Agent's confidence on HTTP libs drops.

    IA->>IA: New session begins
    Note over IA: 30 days later. Fresh context. No memory of correction.

    IA->>E: Pre-flight constraint check
    Note right of E: ✓ Before writing code, check constraints.

    E-->>IA: Constraint found
    Note right of IA: ✓ The correction from Day 1 is still there.

    IA->>IA: Write code with axios
    Note over IA: ✓ Agent uses axios. Constraint honored.

    E->>E: Resurrection
    Note over E: ✓ Constraint used successfully. Stays fresh forever.