WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2025 • Aug 20, 2025 • Session details

One AI API to Power Them All

Roberto Carratalá

A fragmented AI ecosystem doesn't have to slow down your multi-agent architecture. Llama Stack acts as an open-source, universal API to deploy complex AI workflows without rewriting code.

Pause
Mute Enter Fullscreen
#1 about 5 min

Evolution and challenges of building AI applications

Transitioning from basic chatbots to multi-agent production configurations introduces severe workflow integration complexities.

#2 about 4 min

Unifying AI components with the Llama Stack API

A standardized modular API provides a streamlined pathway for assembling and deploying robust applications.

#3 about 3 min

Standardizing model inference and active safety guardrails

Intercepting generation payloads ensures secure communications across diverse local and remote language models.

#4 about 3 min

Hot-swapping components for retrieval augmented generation pipelines

Abstracting the retrieval process grants engineers the flexibility to replace vector databases without rewriting code.

#5 about 2 min

Integrating external tools via the Model Context Protocol

Adopting the Model Context Protocol establishes a universal standard for integrating external tools with agents.

#6 about 3 min

Orchestrating agent workflows and complex reasoning patterns

Orchestrating multi-step executions relies on utilizing reasoning frameworks like react and chain of thought.

#7 about 4 min

Tracing agent telemetry with OpenTelemetry and Jaeger tools

Exposing granular execution spans via observability standards clarifies complex internal calls and network lags.

#8 about 5 min

Demonstrating local AI development and active safety shields

Running local container environments demonstrates agent tool capabilities and verifies active prompt safety shields.

#9 about 7 min

Deploying complex multi-agent application workflows to production clusters

Promoting a multi-tool agent system into live web environments demonstrates automated orchestration over diverse services.

Matching moments

3:14 min

Building a community-governed LAMP stack for open AI

Raffi Krikorian Raffi Krikorian · World Congress 2026 Europe

1:22 min

Leveraging the comprehensive generative artificial intelligence stack

Duan Lightfoot Duan Lightfoot · World Congress 2024

4:13 min

Empowering developers with comprehensive AI software stacks

Markus Hacker Markus Hacker +1 · World Congress 2025

7:30 min

Implementing an AI mesh architecture stack on AWS

Olga Woschitz Olga Woschitz +1 · Europe 2026 Virtual

3:25 min

Constructing scalable AI solutions using LangChain and LangGraph

Julián Duque Julián Duque · World Congress 2025

1:32 min

Building autonomous functions with conversational agent frameworks

Modood Alvi · World Congress 2025

More from World Congress 2025

GenAI Security: Navigating the Unseen Iceberg thumbnail
24:33
11 months ago

GenAI Security: Navigating the Unseen Iceberg

Maish Saidel-Keesing

Behind the Code: How Women Are Powering the Future of AI thumbnail
30:28
about 1 year ago

Behind the Code: How Women Are Powering the Future of AI

Alexandra Wudel, Laura Moritz, Madalina Florean

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise? thumbnail
28:12
about 1 year ago

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise?

Justus Lumpe, Konstantin Vinogradov, Nils Eiteneyer, Stephan Wirris

AI in Leadership: How Technology is Reshaping Executive Roles thumbnail
28:19
about 1 year ago

AI in Leadership: How Technology is Reshaping Executive Roles

Bernd Datler, Jasmin Kaiser, Jeff Hausmann, Sonja Alvarez

The AI-Ready Stack: Rethinking the Engineering Org of the Future thumbnail
28:09
about 1 year ago

The AI-Ready Stack: Rethinking the Engineering Org of the Future

Alex Laubscher, Jan Oberhauser, Keno Dreßel, Mirko Novakovic

AI Sovereignty: What Does It Take? thumbnail
29:13
about 1 year ago

AI Sovereignty: What Does It Take?

Boris Hecker, Clemens Wasner, Robin Hermann, Sonja Alvarez

Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 24, 2026 · 17:30–18:00

Stage 6

No Single Model to Rule Them All: Building Resilient AI Agents Across Open & Closed LLMs

Emmanuel Acheampong

Senior Manager Developer Relations at Crusoe AI

Emmanuel Acheampong
Open session

World Congress 2026 North America

September 24, 2026 · 11:00–11:30

Stage 5

The Missing Infrastructure for AI Agents

Chris Waterson

CTO and Co-Founder of Guild.ai

Chris Waterson
Open session

World Congress 2026 North America

September 24, 2026 · 17:30–18:00

Stage 5

Securing AI Agent Infrastructure: Identity, Attestation, and Trust at Scale

Abdel Fane

Founder of OpenA2A

Abdel Fane
Open session

World Congress 2026 North America

September 25, 2026 · 15:45–15:55

Outdoor Stage

Closing the Visibility Gap: Lessons from Safety Critical Agentic Systems

Vivek Pandit

Frontier AI Lead at Turing

Vivek Pandit
Open session

World Congress 2026 North America

September 25, 2026 · 14:50–15:20

Stage 6

Look What Java Can Do Now: Live-Coding a GenAI MCP Server with the JAQ Stack

Suren Konathala

Senior Engineering Leader, Marketing & AdTech, AI GTM & Digital Experience Platforms, Java x AI

Suren Konathala
Open session

World Congress 2026 North America

September 25, 2026 · 09:00–09:30

Stage 7

AI Agents are Only as Smart as their Context: Building a Real-Time Context Engine at Intuit

Bharat Patel

Lead Software Engineer at Intuit

Bharat Patel

Related videos

Agentic AI Systems for Critical Workloads thumbnail
30:01
World Congress 2025 • about 1 year ago

Agentic AI Systems for Critical Workloads

Mario Fusco

3 Ways to Rebuild the Data Stack for Agents thumbnail
28:02
World Congress 2026 Europe • 2 months ago

3 Ways to Rebuild the Data Stack for Agents

Jordan Tigani

AI Agents Graph: Your following tool in your Java AI journey thumbnail
30:38
World Congress 2025 • about 1 year ago

AI Agents Graph: Your following tool in your Java AI journey

Alex Soto

On a Secret Mission: Developing AI Agents thumbnail
29:03
World Congress 2025 • about 1 year ago

On a Secret Mission: Developing AI Agents

Jörg Neumann

Building AI Applications with LangChain and Node.js thumbnail
26:42
World Congress 2025 • about 1 year ago

Building AI Applications with LangChain and Node.js

Julián Duque

AI Agents & Agentic AI thumbnail
26:53
Europe 2026 Virtual • 2 months ago

AI Agents & Agentic AI

Xavier Sala Presas

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.