Dense Slides: OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal

Source Video

OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.91
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — dense browser/readme screenshot with small text and code blocks; OCR is more suitable than vision transcription

Slide text:

1b A

m REaDME License 13

(note, you will need enough quota on in your QpenAl account to run

this demo)

4. PDF Generation Dependencies - Required for PDF output (optional)

Starting Temporal Server

# Install Temporal ClI curl -sSf https://temporal.downtoad/cli.sh I sh r口

# Start Temporal server tenporal server start-dev

Setup

1oAhT:9TFEK0YQ4

1. Clone this repository

2. Install dependencies:

uv sync

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.99
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense UI screenshot with small table text and controls.

Slide text:

← Q： +

@ deisun ① uic v 6 azardous swiaming condi d rip currents.

14 Workflows StartWorktiow

14 Complrttd

? △ Sttus Worifow D Run ID cxpected. back from the water.

4 Compleled tgonlic-l00p:Id-9e838,4d-0s0c-4n2d.6462-25150c417338 019132c0-09d9-7772-b68e-672095881188 Ageny

® 4 Comphted 19s-129p-4-c911989-3965-488c-81e1-14765c5bs15 019a3643-0670.7e99-8+86:096+56-3079 MUY

* 1 4 10os-worklow 01913c42-0586-7849-2614-152925061d64 Toolswd

Completed 10obs -workllow 01911c42-4907.7e4e-b34b-79s0451d3998

0 4 tod's-workllow 01943c41-dc45-71-8094-9610c085479b

:7 4 4 Compieled Conpleea toolt-wor*tlow 10ots-work1low 01913c41-87bt-7042-95d4 -d371c9c270e6 01913c30-b032-7995-162c-0ec78487802b Toolsvkd ToolsWd Dves expected. far back from the wate

0 100 4 Conpieted toott-orx110w 01913c36-c246-7835-9867-50b8634a11cc 日 kbook/al cookbook wtf>

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense workflow-history timeline and log table are better handled by OCR.

Slide text:

→ ☆ thra rc orh a.u Crt

C h D Hy Dltt + detgt.. I D Aers

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beoch mthout warning. +rien*+: Through Sunday Grentrg. "lipoct+': Lorge, Lrepected tives Con fteep crors the

Yolley ond fast foy Interior Yolteyt. In dese fog. 2. "Dense Fog Aori sory": rhot"': Visibility ore quarter mile to os lon ay Mo ftet Ireere+: Acrots vortous regtont, including San Jooquln "men-+: Until ll A psT thit rorming.

2025-11-22 U1C t8 26 2438 + ar u s+t Auhm /ue u+u +nt - AAo?ropotoAu Event History 2025-11.22 UTC 1026:11.76

Otl wtsth+_alvrt i Get atather sorlt for a Us ttio.

34mi 7t013 kerrcke_node_sctvty · are there any weether alerts in CA? 7$7m1 75 1 220:01 41 41 699.14 $s 17ms E 676s Q 6s 0514 7 11mt 507mm 7t 971ms 41 440.4 p1608 19 alley, and others.

y Central Coast Beoches.

JSON Dsc ← 11 中 Pending smd Faied Only V Event Types

23 2025-11-22 U1C 18-26:3376 3Workflow Execution Complcted A+un I'Currently. ther+ sr+ tral +ather lerts Ln C

22 2025-11-22 UTC 18:26:33.76 Workfiow Task Completed bntiy C0i97@Cornelat-hacBcok-Pro.locs1 11.12 ('.venv': veny)

Hidden Non-Slide Evidence

`slide-001.jpg` — speaker_stage confidence 0.98; speaker-stage shot with only partial projected text visible
`slide-002.jpg` — speaker_stage confidence 0.98; speaker-stage shot with presenter and partial projection, not a standalone slide
`slide-003.jpg` — speaker_stage confidence 0.98; speaker-stage shot; projected diagram is only partially visible
`slide-005.jpg` — speaker_stage confidence 0.97; speaker-stage shot with code projection, not a standalone slide
`slide-007.jpg` — demo_video confidence 0.99; Live demo screen capture with browser and terminal split view, not a presentation slide.
`slide-008.jpg` — speaker_stage confidence 0.99; Speaker on stage with projected screen in the background, not a readable slide frame.
`slide-009.jpg` — speaker_stage confidence 0.99; Speaker on stage with projected screen in the background, not a readable slide frame.
`slide-010.jpg` — speaker_stage confidence 0.99; Speaker on stage with projected screen in the background, not a readable slide frame.

Classification audit: raw/sources/slide-ai-classification/dense/k8cnVCMYmNc/audit.json