60% Faster Time-to-Interview: Transforming Hiring with AI Agents – LinkedIn
Two LinkedIn engineers who introduce themselves on stage as 'Grace' and 'Chok' (the agenda lists the speakers as Shang Liu and Tracy He) describe how they built hiring agents …
Agent AI Foundation Update
Opening keynote on the Agent AI Foundation's governance, working groups, and project lifecycle.
Agent Control Plane – Workato
Workato's Agent Control Plane framework and seven factors for enterprise agent governance.
Agents in the Enterprise – Aaron Levie (Box) & Harrison Chase
In a fireside chat with Harrison Chase, Box CEO Aaron Levie lays out why agents are far easier in coding than in the rest of knowledge work: code is verifiable so ROI is prova…
Agents in the Enterprise – Chirantan Desai (MongoDB) & Harrison Chase
In a Day 2 fireside chat, MongoDB President & CEO Chirantan 'CJ' Desai joins Harrison Chase to discuss how data fits into the agentic era.
Building AI for Healthcare – Janie Lee (Abridge)
Janie Lee, VP Product at Abridge, describes building AI for healthcare on a clinical intelligence platform that turns each patient-clinician conversation into a clinically use…
Building Deep Agent Sidekick – Monday.com
Omri Bruchim of Monday.com presented "Building Deep Agent Sidekick" — how Monday.com builds an embedded, deep-agent assistant into its work-management platform.
Building Developer Support Agents – Evan Kormos (Coinbase)
Evan Kormos, an engineering manager at Coinbase, tells the story of how a small developer-support engineering team went from zero to one on a self-improving, customer-facing A…
Building Frontier CX Agents – Cisco
Carlos Pereira, Cisco Fellow and Chief Architect for Customer Experience, recounts how Cisco evolved its agent system over the past year from a chatbot foundation into a 'team…
Building Pat, the AI Pocket Analyst – Bridgewater
Brendan McManus, Michael Ran, and Santi Weight from Bridgewater (systematic macro investing) present Pat, the AI Pocket Analyst — an internally deployed agent that performs ho…
Code Mode is Best Served in the Shell – Jan Čurn
Shell-based MCP development patterns and workflow engine integration by Jan Čurn from Apify.
Conference Brief
Briefing document for LangChain Interrupt 2025.
Conference Brief
Executive briefing on LangChain Interrupt 2026 — the deep-agents era, LangChain's platform launches, evals as infrastructure, and production agents across regulated industries.
Conference Brief
Briefing document for MCP Dev Summit NA 2026.
Conference Links
Resource links from MCP Dev Summit NA 2026.
Day 1 Keynote: The Deep Agents Era – Harrison Chase & Ankush Gola
Harrison Chase and Ankush Gola's Day 1 keynote introduces 'deep agents' as LangChain's agent harness that supercharges the core agent loop with batteries-included capabilities.
Day 2 Keynote (Closing) & Introduction of Carlos Pereira
Only the closing seconds of the Day 2 keynote were captured, in which the speaker invites attendees to try a newly added free model that is open source and powered by LangChai…
Duolingo AI Slackbot – Aaron Wang
How Duolingo built an AI Slackbot with 180+ MCP tools reaching 30% company adoption.
Enterprise Gateway Patterns – Sheng Liang
Sheng Liang on gateway + registry architecture, skills evolution, and enterprise security layers.
Enterprise Identity Federation – Mike Schwartz
OAuth 2.0 and enterprise identity patterns for MCP by Mike Schwartz from Gluu.
Enterprise Scale at AWS – James Hood
James Hood shares Amazon's MCP journey: internal registry, security categorization, and progressive disclosure.
Future of AI Agents – Andrew Ng & Harrison Chase
In a fireside chat with Harrison Chase, Andrew Ng (Founder, DeepLearning.AI) reflects on the rapid evolution of coding agents and how he now builds with small, high-context ge…
How Lyft Builds Evals That Actually Matter in Production – Nick Ung
Nick Ung, who leads data science for safety and customer care at Lyft, explains how his team builds evals for AI Assist, Lyft's customer care AI agent product.
How We Built It: LangSmith Engine – Ben Tannyhill & Vivek Trivedy
Ben Tannyhill and Vivek Trivedy of LangChain walk through how they built LangSmith Engine, positioned as the future of agent observability, evaluation, and autonomous agent im…
Identity & Trust Working Group
Progress update from the Identity & Trust working group with 150 members from 66 organizations.
Intelligent Agents in Aviation – LATAM Airlines
LATAM Airlines shared how they apply intelligent agents across aviation operations — a use-case-driven look at deploying agents in a large, safety-critical transport business.
Introducing Managed Deep Agents – Sydney Runkle & Victor Moreira
Sydney Runkle (open source engineer) and a LangChain colleague (Victor Moreira, with a co-presenter referred to as Nick) introduce Managed Deep Agents, launching as a private …
LangChain Interrupt 2025
Overview of the LangChain Interrupt 2025 conference materials.
LangChain Interrupt 2026
Recap of LangChain Interrupt 2026 — the deep-agents era. Keynote launches (Managed Deep Agents, LangSmith Engine, Sandboxes, SmithDB), evals that grew up, and production agents from Cisco, Toyota, Box, MongoDB, Abridge, Bridgewater, Coinbase, and more.
Lessons Learned Building Rippling AI – Rippling
Rippling's engineering team shared lessons from building Rippling AI across their HR, IT, and finance platform — practical takeaways on shipping agentic features in a broad en…
Make Legal Write Your Evals – Chime
An engineer at Chime (the US consumer fintech with 9.5 million members) describes how the team built 'Jade,' an always-on agentic financial co-pilot built on deep agents, and …
MC Opening Remarks & Housekeeping
The conference host opens Day 1 of Interrupt 2026, framing the year's theme: last year's question was whether agents work in production, and this year the answer is yes.
MCP Creator Keynote – David Soria Parra
David Soria Parra presents MCP's growth, protocol roadmap, and enterprise adoption.
MCP Dev Summit NA 2026 — Conference Recap & Key Takeaways
Conference recap from MCP Dev Summit NA 2026 — enterprise deployments from AWS, Uber, Duolingo, and Datadog. Protocol roadmap, security architecture, and key takeaways from 13 sessions.
MCP Security Workshop – Sam Morrow
Practical MCP security demonstrations showing fork attacks, data logging, and tool poisoning.
Observing and Testing CX Agents – Cisco
Carlos Pereira (Cisco) follows up on his Day 1 talk to show how Cisco observes and tests its customer-experience agents at production scale, across both a renewals team and te…
Photos & Slides
Conference presentation slides and photos from LangChain Interrupt 2025.
Photos & Slides
Photo gallery from LangChain Interrupt 2026 — venue, the Day 1 keynote launches (Deep Agents, Context Hub, LLM Gateway, SmithDB, LangSmith Engine, Platform), Managed Deep Agents, and case studies from Cisco and Toyota.
Photos & Slides
Photo gallery from MCP Dev Summit NA 2026.
Presentation Directory
Quick digest table summarizing the LangChain Interrupt 2025 conference presentations.
Presentation Directory
Quick digest of every LangChain Interrupt 2026 session — keynotes, product launches, case studies, and fireside chats.
Presentation Directory
Quick digest table summarizing the MCP Dev Summit NA 2026 presentations.
Production Agents at Scale – Diamond Bishop
Diamond Bishop shares Datadog's lessons from deploying 100+ production AI agents.
Related Links
A collection of relevant links from or related to the LangChain Interrupt 2025 conference.
Related Links
Links from and related to LangChain Interrupt 2026 — session pages, LangChain product announcements, and resources.
Run Untrusted Agent Code with LangSmith Sandboxes – Mukil Loganathan
Mukil Loganathan (Engineering Manager, LangChain) argues that agents are now writing real code across software engineering, data analysis, security pen-testing, and browser/co…
Scaling GTM Agents – Clay
Jeff Barg, Head of AI at Clay, presented on scaling go-to-market (GTM) agents — applying agentic systems to sales and marketing data enrichment and outbound workflows.
The Etsy Gifting Assistant: From Prototype to Production – Etsy
Derrick Kondo of Etsy walked through taking the Etsy Gifting Assistant from prototype to production — an agentic shopping/gifting experience on the marketplace.
The Production System for Agents – Toyota
Kordel France and Ravi Chandu Ummadisetti of Toyota describe how they built an internal AI platform that ships agents in weeks instead of months, and draw a sustained analogy …
The Return of the Data Scientist – Shreya Shankar & Hamel Husain
In the closing session, Shreya Shankar (UC Berkeley) and Hamel Husain (Parlance Labs) make the case for 'the return of the data scientist' — bringing a scientific, data-first …
Things I Saw
A curated list of interesting videos, presentations, and visual content.
Uber MCP Gateway – Somasundara & Tehrani
Uber's MCP gateway architecture powering 1,500+ agents and 60,000+ weekly executions.
Workflow Engines & Orchestration – Obot
Workflow engine integration patterns for MCP and agent orchestration.