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World Congress 2026 Europe • Jul 9, 2026 • Session details

A Computer Is All You Need

Steren Giannini

How do you safely provide autonomous AI agents with compute to run untrusted code? Watch Cloud Run spin up 1,000 secure sandboxes in just seven seconds.

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#1 about 3 min

Why developers and AI agents need on-demand computers

How identical compute requirements drive the need for fast, maintaining-free cloud environments.

#2 about 3 min

Vibe coding a multiplayer 3D game with AI Studio

Building a real-time multiplayer racing game using AI-assisted generation tools.

#3 about 3 min

Deploying applications to Cloud Run without cloud onboarding

Publishing a multiplayer application to production directly from Google AI Studio.

#4 about 2 min

Understanding scale-to-zero and automatic resource scaling

How automated cloud resource scaling reduces developer costs during inactive periods.

#5 about 4 min

Allocating cloud environments for personalized AI agents

Deconstructing AI agent architecture and the necessity of persistent cloud instances.

#6 about 4 min

Deploying an OpenClaw agent to Cloud Run

Initializing a long-running Linux instance with persistent cloud storage and controlled permissions.

#7 about 2 min

Connecting personalized agents to chat applications

Integrating a deployed personal agent into an external chat interface for direct interaction.

#8 about 2 min

Authenticating and exploring instances using secure shell

Establishing an interactive connection to audit running agent processes and inspect persistent memory.

#9 about 4 min

Isolating untrusted code with Cloud Run sandboxes

Provisioning secure, fast-starting sandboxes for scalable AI agents handling multiple user sessions.

#10 about 4 min

Load testing remote arbitrary code execution

Benchmarking standard container scale-out by deploying one thousand concurrent python sandboxes.

#11 about 2 min

Summary of container runtime elasticity and pricing models

Reviewing core capabilities of highly scaled, pay-per-use isolated computing endpoints.

Matching moments

3:16 min

Simplifying generative AI adoption with Podman AI Lab

Stevan Le Meur Stevan Le Meur · World Congress 2024

1:49 min

Accelerating initial deployments using AI generation agents

Marcel Scherenberg Marcel Scherenberg · World Congress 2025

3:17 min

Maximizing cloud native capabilities for scaling dynamic AI workloads

Jim Clark Jim Clark +3 · World Congress 2025

1:21 min

Running local coding agents on consumer hardware configurations

Chris Heilmann +2 · LIVE

1:00 min

Designing production architectures for secure code execution

Hussein Jundi Hussein Jundi +1 · World Congress 2026 Europe

6:05 min

Running autonomous AI desktop agents entirely within the browser

Chris Heilmann +2 · LIVE

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Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 25, 2026 · 12:20–12:50

Mainstage

A Computer Is All You Need

Steren Giannini

Director and Founder of Google Cloud Run

Steren Giannini
Open session

World Congress 2026 North America

September 25, 2026 · 12:30–14:30

Stage 11

Docker sandboxes: protect your secrets, tokens, and personal data from AI agent mistakes

Kristiyan Velkov

Front-End Advocate | Speaker | AI & DevOps | Docker Captain | Cursor Ambassador | DevReal | Tech Blogger | Book Author

Kristiyan Velkov
Open session

World Congress 2026 North America

September 24, 2026 · 11:00–11:30

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Application-Defined Compute: Rethinking Infrastructure for AI Applications

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Founder and CEO of Render

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Open session

World Congress 2026 North America

September 24, 2026 · 14:10–14:40

Stage 5

Edge AI: Running Agentic Intelligence Where Internet Can't Reach

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AWS - Principal Solutions Architect

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September 24, 2026 · 11:10–11:15

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Architecting the 100X SDLC: Building Production Trust into AI-Assisted Delivery

Ranjan Parthasarathy

Founder, CPTO/CEO at AXIOMSTUDIO.AI

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September 24, 2026 · 15:30–16:00

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Beyond Vibe Coding: Using CLI Tools as Your AI Counterpart in Pair Programming

Ron Veen

Java enthusiast and Special agent for Team Rockstars IT

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