| # Objectives & Scope | |
| - Non‑negotiable: on‑the‑fly **weld‑on** updates per turn (masked; EMA/EWC/guards). | |
| - Identity continuity under long contexts and tool bursts. | |
| - Reliable tool use via grammar‑constrained decoding. | |
| - Auditable evolution: logs, deltas, eval gates, rollback. | |
| Non‑goals (now): maximum throughput; global per‑turn updates; prompt‑dependent identity. | |