Dense Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic

Source Video

Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic

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 0.97
Text source: agent_vision.

Slide text:

How the Claude Developer Platform maximizes intelligence

Harness Claude's capabilities

Manage Claude's context

Give Claude a computer & let it cook

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.96
Text source: advanced OCR rapidocr-live/bright-screen/contrast.
OCR decision: ready — Contains a code screenshot with small text; OCR should handle it better than direct transcription.

Slide text:

response model=°claude-sonnet-4-5-292S8929 ltent.tessoges.

Thinking Extended max tokens= thtnktng=f:.suoyo)"lobpnq. enabled":True,

messagcsa

Content": *Help re debug why this systen fails under load" User

ANTHROPIC

AIE / LEAD EVOLVING CLAUDE APISFOR AGENTS

Google DeepMind PRESENTEDBY KATELYN LESSE/ Engineering Leader ANTHROPIC

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.95
Text source: advanced OCR rapidocr-live/bright-screen/contrast.
OCR decision: ready — Dense multi-column diagram text is better suited to OCR than manual transcription.

Slide text:

Context engineering for agents

Possible context to give model Contextwindow

Doc Doo System prompt

Tool Tool Memory file Tool Too! Memory file Doc Doc2 messoge Assistant

instructions Comprehensive Tool1 Tool2 Toolcall

Domain knowledge Usermessoge

Memory file Doc Metsoge histon

Tool

Messoge history

Toolresult

ANTHROP\C

AIE/ LEAD Brian Fioca OpenAl Samir Mody NLW Superintelligent Stanford YegorDenisov-Blanch University DX Justin Reock I:: T Arman

Google DeepMind PRESENTEDBY stigg Weights & Biases byCoreWeave SENTRY Daytona ^arize Xgoose

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 — Contains a code screenshot with small text; OCR should extract it more reliably than manual reading.

Slide text:

MCP response clentit:arltr:.rn0 node1- ttaude sonne1 4-5 2025e929 0 ncp servers=! max tokens? (ur: +pcD/github-server. (ur! a ocp//sentry scrver. 0 numo 'sentry) name o 'glthub+

messages=[0 (oyids 4subien @ 6snt) foidhp s1ul oip Am. 6 du3juo2. role o user'0

ANTHROPIC

AIE/LEAD eligent Stanford Yegor Denisov-Blanch University DX Justin Reock Tenex Arman Hezarkhani Lei Zhang Bloomberg Gene Kim REYOLUTIC

Google DeepMind Presented eY ne04j autho Workos *sourcegraph stigg::: Weights & Biases by CoreWeiv

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: advanced OCR rapidocr-live/full.
OCR decision: ready — Contains a code screenshot with small text; OCR is appropriate.

Slide text:

Memory response =client.messages.create( max_tokens=4e96, messages=[{ model="claude-sonnet-4-5-20250929"

prefers circuit breaker pattern logic Ln Paymentcltent.java SAARS "Paymentservtce uses 3os tus

ANTHROP\C

AlEngineer Engineering the future of Al

Classification audit: raw/sources/slide-ai-classification/dense/aqW68Is_Kj4/audit.json