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

agent/memories/sharpshooter/wt-20261014-184405-6d1fc1f-1fxhbfyq9w4si/architecture.md

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+## Hardware Platform
+
+**r9700s** (AMD Ryzen 9000 series with Radeon 780M integrated graphics).
+
+## Target Application
+
+**stilldeadcode/radiance**.
+
+## Model Format
+
+**GGUF format** (specifically GLM-5.3-Flash-GSQ-RCO-GGUF).
+
+## Subagent Constraint
+
+Implementation must use **no subagents**.
+
+## Integration Research
+
+Research must cover **code changes needed for model integration**, including evaluating **llamacpp, vllm, and ROCm-based implementations** for GLM-5.3-Flash support.