MCP Dev Summit [Day 1] ft. Anthropic, Hugging Face, Open AI & Microsoft

MLOps.community · Beginner ·🤖 AI Agents & Automation ·1w ago
Keynote Sessions (Broadway Ballroom / Main Stage) Thursday, April 2 9:00 AM – 9:30 AM: Welcome & Opening Keynote: Standardizing the Intelligence Layer – Adam Seligman (Workato) 9:30 AM – 10:00 AM: The Future of MCP: A Technical Roadmap – David Soria Parra (Anthropic) 10:00 AM – 10:10 AM: Lessons Learned from Driving Enterprise MCP Adoption – Sheng Liang (Obot AI) 10:10 AM – 10:40 AM: Engineering the Agentic Era – Paul Carleton (Anthropic) Friday, April 3 9:00 AM – 9:45 AM: Opening Keynote: MCP at Scale – David Nalley (AWS) 9:45 AM – 10:15 AM: Secure Containerization for MCP Servers – Ce…
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Chapters (15)

9:00 AM – 9:30 AM: Welcome & Opening Keynote: Standardizing the Intelligence Layer –
9:30 AM – 10:00 AM: The Future of MCP: A Technical Roadmap – David Soria Parra (Anthr
10:00 AM – 10:10 AM: Lessons Learned from Driving Enterprise MCP Adoption – Sheng Lian
10:10 AM – 10:40 AM: Engineering the Agentic Era – Paul Carleton (Anthropic)
9:00 AM – 9:45 AM: Opening Keynote: MCP at Scale – David Nalley (AWS)
9:45 AM – 10:15 AM: Secure Containerization for MCP Servers – Cecilia Liu (Docker)
10:15 AM – 10:45 AM: Unhobbling Enterprise Agents – Diamond Bishop (Datadog)
11:30 AM – 11:55 AM: Securing the Enterprise Runtime: Managing and Observing MCP Tooli
11:55 AM – 12:20 PM: Fireside Chat: The Evolution of Developer Protocols – Rick Nucci
12:20 PM – 12:45 PM: Beyond Frameworks: Building Runtime-Agnostic AI Agents – Harshul
2:00 PM – 2:25 PM: MCP or Not MCP: That Is the Question – Du'An Lightfoot (AWS)
2:25 PM – 2:50 PM: Secure Your MCP Servers with OAuth, JWT, SPIFFE and More – Lin Sun
2:50 PM – 3:15 PM: From MCP Chaos to Clarity: EnrichMCP (The ORM Pattern for Producti
3:15 PM – 3:40 PM: MCP Through the Travel Funnel: From Exploration to Booking – Sanja
4:10 PM – 5:10 PM: Closing Panel: MCP in the Wild: GTM and Engineering Workflows at S

Playlist

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1 [Exclusive] Weights & Biases Round-table // Model Management in a Regulated Environment
[Exclusive] Weights & Biases Round-table // Model Management in a Regulated Environment
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 2 LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196
LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196
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 3 Data Wrangling and AI Transformation // Venky Ganti & Laurel Orr // MLOps Podcast #196 clip
Data Wrangling and AI Transformation // Venky Ganti & Laurel Orr // MLOps Podcast #196 clip
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 4 The Role of Infrastructure in ML Leveraging Open Source // Niels Bantilan // MLOps Podcast #197
The Role of Infrastructure in ML Leveraging Open Source // Niels Bantilan // MLOps Podcast #197
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 5 Inferring Creativity // Nick Hasty // MLOps Podcast #198
Inferring Creativity // Nick Hasty // MLOps Podcast #198
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 6 Challenges Operationalizing ML (And Some Solutions) // Nathan Ryan Frank // MLOps Podcast #199
Challenges Operationalizing ML (And Some Solutions) // Nathan Ryan Frank // MLOps Podcast #199
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 7 Founding, Funding, and the Future of MLOps // Mihail Eric // MLOps Podcast #200
Founding, Funding, and the Future of MLOps // Mihail Eric // MLOps Podcast #200
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 8 Evolution of ML Engineering and Automation // Niels Bantilan // MLOps Podcast clip #197
Evolution of ML Engineering and Automation // Niels Bantilan // MLOps Podcast clip #197
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 9 Evaluating Tech Tools for Product Development // Nick Hasty // MLOps Podcast #198 clip
Evaluating Tech Tools for Product Development // Nick Hasty // MLOps Podcast #198 clip
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 10 Language, Graphs, and AI in Industry // Paco Nathan // MLOps Podcast #201
Language, Graphs, and AI in Industry // Paco Nathan // MLOps Podcast #201
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 11 Small Data, Big Impact: The Story Behind DuckDB // Hannes Mühleisen & Jordan Tigani // Podcast #202
Small Data, Big Impact: The Story Behind DuckDB // Hannes Mühleisen & Jordan Tigani // Podcast #202
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 12 Practical Approach to ML and AI System Design // Nathan Ryan Frank // MLOps Podcast #199 clip
Practical Approach to ML and AI System Design // Nathan Ryan Frank // MLOps Podcast #199 clip
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 13 The Future of Visual Generative AI Development // Mihail Eric // MLOps Podcast #200 clip
The Future of Visual Generative AI Development // Mihail Eric // MLOps Podcast #200 clip
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 14 Pioneering AI Models for Regional Languages // Aleksa Gordić // MLOps Podcast #203
Pioneering AI Models for Regional Languages // Aleksa Gordić // MLOps Podcast #203
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 15 MLOps at the Crossroads // Patrick Barker & Farhood Etaati // MLOps Podcast #204
MLOps at the Crossroads // Patrick Barker & Farhood Etaati // MLOps Podcast #204
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 16 The Myth of AI Breakthroughs // Jonathan Frankle // MLOps Podcast #205
The Myth of AI Breakthroughs // Jonathan Frankle // MLOps Podcast #205
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 17 PDF Parsing and Value Chain Analysis // Paco Nathan // MLOps Podcast #201 clip
PDF Parsing and Value Chain Analysis // Paco Nathan // MLOps Podcast #201 clip
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 18 RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
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 19 Challenging Big Data Assumptions // Hannes Mühleisen & Jordan Tigani // MLOps Podcast #202 clip
Challenging Big Data Assumptions // Hannes Mühleisen & Jordan Tigani // MLOps Podcast #202 clip
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 20 Evaluating AI Models and Building Societal Trust // Aleksa Gordić // MLOps Podcast #203 clip
Evaluating AI Models and Building Societal Trust // Aleksa Gordić // MLOps Podcast #203 clip
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 21 How Data Platforms Affect ML & AI // Jake Watson // MLOps Podcast #207
How Data Platforms Affect ML & AI // Jake Watson // MLOps Podcast #207
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 22 Micro Graph Transformer Powering Small Language Models // Jon Cooke // MLOps Podcast #208
Micro Graph Transformer Powering Small Language Models // Jon Cooke // MLOps Podcast #208
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 23 Implications of Gen AI: ML 1.0's Future? // Patrick Barker & Farhood Etaati // Podcast #204 clip
Implications of Gen AI: ML 1.0's Future? // Patrick Barker & Farhood Etaati // Podcast #204 clip
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 24 [Exclusive] QuantumBlack Round-table // Gen AI Buy vs Build, Commercial vs Open Source
[Exclusive] QuantumBlack Round-table // Gen AI Buy vs Build, Commercial vs Open Source
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 25 Lightweight Feature Platform // Matt Bleifer & Mike Eastham // MLOps Podcast #209
Lightweight Feature Platform // Matt Bleifer & Mike Eastham // MLOps Podcast #209
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 26 The Realistic Approach to MLOps // Jonathan Frankle // MLOps Podcast clip #205
The Realistic Approach to MLOps // Jonathan Frankle // MLOps Podcast clip #205
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 27 Mitigating LLM hallucinations paper breakdown
Mitigating LLM hallucinations paper breakdown
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 28 LLM Evaluation with Arize AI's Aparna Dhinakaran // MLOps Podcast #210
LLM Evaluation with Arize AI's Aparna Dhinakaran // MLOps Podcast #210
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 29 Ads Ranking Evolution at Pinterest // Aayush Mudgal // MLOps Podcast #211
Ads Ranking Evolution at Pinterest // Aayush Mudgal // MLOps Podcast #211
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 30 Prompt Templates the Song
Prompt Templates the Song
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 31 DSPy: Understanding Stacking and Chaining Networks in Language Models // Omar Khattab
DSPy: Understanding Stacking and Chaining Networks in Language Models // Omar Khattab
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 32 Data Governance and AI // Alexandra Diem // MLOps Podcast #212
Data Governance and AI // Alexandra Diem // MLOps Podcast #212
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 33 The AI Engineer Song
The AI Engineer Song
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 34 Evaluating and Integrating ML Models // Morgan McGuire and Anish Shah // MLOps Podcast #213
Evaluating and Integrating ML Models // Morgan McGuire and Anish Shah // MLOps Podcast #213
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 35 Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
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 36 LLM Use Cases in Production // AI in Production Conference // Panel 1
LLM Use Cases in Production // AI in Production Conference // Panel 1
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 37 A Survey of Production RAG Pain Points and Solutions // Jerry Liu // AI in Production Conference
A Survey of Production RAG Pain Points and Solutions // Jerry Liu // AI in Production Conference
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 38 Becoming an AI Evangelist // Alex Volkov // MLOps Podcast #215
Becoming an AI Evangelist // Alex Volkov // MLOps Podcast #215
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 39 Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // MLOps Podcast #216
Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // MLOps Podcast #216
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 40 Tecton's Approach to Scaling Data Aggregations // Mike Eastham // MLOps podcast #209 clip
Tecton's Approach to Scaling Data Aggregations // Mike Eastham // MLOps podcast #209 clip
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 41 The Real E2E RAG Stack // Sam Bean // MLOps Podcast #217
The Real E2E RAG Stack // Sam Bean // MLOps Podcast #217
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 42 A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218
A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218
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 43 LLM Applications & Outcome Evaluation in the New Era // Aparna Dhinakaran // MLOps Podcast #210 clip
LLM Applications & Outcome Evaluation in the New Era // Aparna Dhinakaran // MLOps Podcast #210 clip
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 44 Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip
Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip
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 45 [Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
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 46 Model Merging and Mixtures of Experts // Maxime Labonne // AI in Production Conference
Model Merging and Mixtures of Experts // Maxime Labonne // AI in Production Conference
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 47 Security and Privacy // Day 2 Panel 1 // AI in Production Conference
Security and Privacy // Day 2 Panel 1 // AI in Production Conference
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 48 Hypothesis Testing and Stakeholder Collaboration // Alexandra Diem // MLOps Podcast #212 clip
Hypothesis Testing and Stakeholder Collaboration // Alexandra Diem // MLOps Podcast #212 clip
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 49 Kubecon Shirt Compliment Challenge
Kubecon Shirt Compliment Challenge
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 50 The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219
The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219
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 51 Getting 50 people to comment on my shirt at Kubecon
Getting 50 people to comment on my shirt at Kubecon
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 52 4 Years of the MLOps Community // Demetrios Brinkmann // MLOps Podcast #220
4 Years of the MLOps Community // Demetrios Brinkmann // MLOps Podcast #220
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 53 Expressing Data Desires through Vectors // Daniel Svonava // MLOps podcast #214 clip
Expressing Data Desires through Vectors // Daniel Svonava // MLOps podcast #214 clip
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 54 Anatomy of a Software 3.0 Company // Sarah Guo // AI in Production Keynote
Anatomy of a Software 3.0 Company // Sarah Guo // AI in Production Keynote
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 55 Building the Next Generation of Reliable AI // Shreya Rajpal // AI in Production Keynote
Building the Next Generation of Reliable AI // Shreya Rajpal // AI in Production Keynote
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 56 Designing ML Infra for ML & LLM Use Cases // Amritha Arun Babu & Abhik Choudhury // Podcast #221
Designing ML Infra for ML & LLM Use Cases // Amritha Arun Babu & Abhik Choudhury // Podcast #221
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 57 What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // MLOps Podcast #222
What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // MLOps Podcast #222
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 58 From Chatbot Creation to Ingestion Pipelines // Alex Volkov // MLOps Podcast #215 clip
From Chatbot Creation to Ingestion Pipelines // Alex Volkov // MLOps Podcast #215 clip
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 59 Considerations of Data Quality // Anu Arora and Anass Bensrhir // MLOps podcast #216 clip
Considerations of Data Quality // Anu Arora and Anass Bensrhir // MLOps podcast #216 clip
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 60 Charting LLMOps Odyssey // Yinxi Zhang @ Databricks // AI in Production Talk
Charting LLMOps Odyssey // Yinxi Zhang @ Databricks // AI in Production Talk
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