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CASAN/optimize-docs/video-steps/H6-AgentOps/D4-telemetry-real/screen-text.md
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thanhnvandClaude Opus 4.8 fbcef967e5 chore(freeze): snapshot demo state before Plan-07 hardening work
Freeze current submission/demo baseline:
- casan-next-plans/: full task-level plan set (Plan 00 index + 02/04/06/07/08/09/12, QA, slide deck)
- optimize-docs/video-steps/: per-vector scene breakdown (commands/screen-text/script) + start-tmux
- run-all.sh / scorecard.sh / map-live.sh: REAL=1 live-battery wiring
- regenerated evidence + audit/telemetry logs from live REAL=1 run
- submission README + video recording guide updates
- dry-run pipeline logs for 001-okr-web-app

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 22:03:44 +09:00

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# TEXT HIỂN THỊ — D4 🟢 CẦN OLLAMA
## Title card
```
D4 · TELEMETRY TOKEN THẬT (nguồn dữ liệu H6)
AgentOps · MAESTRO L5
```
## Caption trong khi chạy
```
Gọi model-router → tự ghi provider-usage.jsonl → xem dòng cuối
```
## Caption kết quả
```
✅ cost_source=ollama_local_real_tokens total_tokens=...
Token = prompt_eval_count + eval_count THẬT của ornith:9b (không ước lượng)
Đây là nguồn dữ liệu THẬT nuôi cost-spike (D1) & agent-metrics
```