The Missing Layer in Agentic AI
Conference Context
- Date/time: 2026-07-01 · 12:05pm-12:25pm
- Track/room: track TBD · Expo Stage 1 NE
- Speaker(s): Giedrius Steimantas
- Session type/status: session · confirmed
- Track: track TBD
- Room: Expo Stage 1 NE
- Session type: session
- Status: confirmed
Session Description
Reasoning is solved. Web access isn't. Most agents break the moment they leave the sandbox blocked, rate-limited, or staring at a CAPTCHA. Giedrius will show the three primitives every production agent needs: a browser, a fast search API, and a universal scraper and demo an agent built on top of them that actually works in the wild.
Media Evidence
No related AI Engineer channel video found yet.
Evidence Graph
This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.
Media Signals
No linked video, transcript, or slide source has been attached yet.
Agent Reading Notes
Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.
Transcript Status
No official session recording transcript was found by exact title match on the AI Engineer YouTube channel during this run.
People
Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.
Synthesis
Synthesized Breakdown
The Missing Layer in Agentic AI ## Conference Context - Date/time: 2026-07-01 · 12:05pm-12:25pm - Track/room: track TBD · Expo Stage 1 NE - Speaker(s): Giedrius Steimantas - Session type/status: session · confirmed - Track: track TBD - Room: Expo Stage 1 NE - Session type: session - Status: confirmed ## Session Description Reasoning is solved. Web access isn't. Most agents break the moment they leave the sandbox blocked, rate-limited, or staring at a CAPTCHA. Giedrius will show the three primitives every production agent needs: a browser, a fast search API, and a universal scraper and demo an agent built on top of them that actually works in the wild.
Speaker And Company Context
- Giedrius Steimantas — Director of Scraping Engineering at Oxylabs.
Topics Covered
Derived Links And Source Material
Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.
Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.