Fix HeadroomAgnoModel to extend agno.models.base.Model and add real integration tests

Fix ruff formatting

Add TOIN field-level learning and comprehensive integration tests

Fix all mypy type errors and flaky embedding test

Fix all ruff lint and format errors for CI

feat: Add CCR architecture, TOIN telemetry, and DevEx improvements