# Development Notes

## Execution Agent Logs (`data/lakehouse/exec_agent.jsonl`)

The `exec_agent.jsonl` file contains the execution trace of the HNASP Agent during testing. It serves as a verification artifact for the Neuro-Symbolic architecture.

**Content Analysis:**
- **Meta:** Contains agent ID `exec_agent`, trace ID, and timestamp. Security context is initialized to `admin`.
- **Persona State:**
  - `self` (Assistant): Fundamental EPA (1.2, 0.9, 0.4). Transient EPA reflects updates based on interaction.
  - `user`: Fundamental EPA (0.0, 0.0, 0.0). Transient EPA shows significant deflection (2.0, 1.0, 1.0) indicating active engagement.
- **Logic Layer:**
  - `execution_trace`: Confirms successful execution of logic batch (Result: `{}`). Timestamp aligns with execution.
- **Context Stream:**
  - **User Turn:** "Hello, can I get a loan?"
  - **Agent Thought:** "Logic validated. Eval: {}"
  - **Assistant Turn:** "I cannot approve this loan based on current policy."

**Significance:**
This artifact confirms that the `HNASPStateManager` correctly serializes the agent's internal state, including the new `execution_trace` list structure and `timestamp` fields added to the Pydantic models. It validates the fix for the schema mismatch issue.