Markdown source

Slides: Your coding agent doesn't always follow your rules — Talha Sheikh, Checkout.com

Source Video

Your coding agent doesn't always follow your rules — Talha Sheikh, Checkout.com

Relationship To World's Fair 2026

These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

Related Scheduled Sessions

• No individual scheduled session mapping has been assigned yet; treat this as an event livestream deck.

Extracted Slides

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.93
• Text source: agent_vision.

Slide text:

Engineering the future of AI

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.96
• Text source: agent_vision.

Slide text:

Deterministic? 🤔

• 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 — small chart text and labels are better handled by OCR

Slide text:

Guardrails>Model Size

COST

AIE DATAREC

No geardraits 339

with geardraits Sonnrt(real-tine)

Hith puardraits Bau (asyec batch)

Seereliabtlity! Coardrails close the gip.

AI Engineer

EUROPE

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.79
• Text source: agent_vision.

Slide text:

Engineering the future of AI

Hidden Non-Slide Evidence

• `slide-001.jpg` — speaker_stage confidence 0.98; camera shot of speaker and audience; projected slide is not the frame subject

Classification audit: raw/sources/slide-ai-classification/slides/MpZzWMdmQCE/audit.json

Slide-Derived Subjects To Review

Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.