live: heartbeat sync 2026-10-18T16:47:59-07:00 (Refs #11)

agent/memories/sharpshooter/frank-model-bench-1f78lrpnd0uoh/architecture.md

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+## Runtime Stability
+- System runs must sustain operation beyond the first second; early termination within ~1s is a failure condition.
+
+## Performance Analysis
+- Performance gap analysis includes archon's KV quantization as a potential factor.
+- Evaluation uses index-lite metric for Qwen3.8-Flash-Next.
+- Composite index scores should be calculated and compared alongside individual model scores.
+
+## Reference Baselines
+- Agentic fine-tune evaluation: Qwen3-6-27B serves as the primary comparison baseline.
+- General capability evaluation: Qwen3.6 27B is to be evaluated against Claude Haiku 5-5.
+- Benchmark reference comparison target: qwen-flash-next.
+- In fair fight comparison, archon underperforms relative to reference.