GraphQLConf 2026 Wrap-up

Uri Goldshtein, Jeff Auriemma

GraphQLConf 2026 has come and gone, and what a conference it was! Two days of talks, demos, and hallway conversations at the DoubleTree by Hilton in Fremont, CA reminded everyone why this community is so special. We wish to send a heartfelt thank you to our Platinum sponsor, Meta; our Gold Sponsors, The Guild and WunderGraph; our Silver sponsors, Apollo GraphQL and ChilliCream; our Open Source Community Sponsor, Airbnb; and our Bronze sponsor, Grafast. Their support made this event possible! We extend that gratitude to our speakers, who brought their best ideas and hard-won production wisdom to the stage; and to every attendee who traveled, tuned in, and showed up with curiosity and enthusiasm. GraphQL is what it is because of all of you.

Keynotes: “GraphQL can and must be the language of AI.”

Bookended by opening and closing remarks from Lee Byron, co-creator of GraphQL and Executive Director of the GraphQL Foundation, the keynote program told a coherent story about where GraphQL stands and where it’s headed.

Uri Goldshtein of The Guild opened the day with a keynote on federation patterns seen in the wild. The framing was revealing: federation is no longer a frontier experiment — it’s a set of well-worn paths that teams across the industry are navigating with increasing confidence. He spoke about how GraphQL, in its maturity, was becoming boring in the best possible way.

Elena Bukareva and Braxton Bragg from Meta followed with what may have been the most memorable talk of the conference: “The Creator’s Curse: Why Meta Is Re-inventing GraphQL.” In 2015, Meta promised GraphQL would be “easy to learn and use.” Ten years and hundreds of billions of daily API calls later, not all of those promises survived contact with thousands of engineers. The keynote was a rare, candid look behind the curtain — which assumptions didn’t hold, which complexity traps emerged, and what’s now driving a new wave of reinvention at GraphQL’s birthplace.

Benjie Gillam of Graphile and Kewei Qu of Meta closed the opening day’s keynote block with “Creating a Golden Path for GraphQL.” The argument: GraphQL’s precise specification has delivered incredible interoperability and a rich ecosystem — but it hasn’t guaranteed that every adopter has a great experience. Some leave disillusioned by performance pitfalls, security concerns, and complexity that wasn’t visible at the outset. The talk was a call to action for the community to be more intentional about making the right path also the easy path.

Matt DeBergalis, CEO and Co-Founder of Apollo GraphQL, delivered a status report on a prediction made a year ago: that GraphQL would become foundational infrastructure for AI-driven applications. That prediction has come true. GraphQL is now powering critical AI initiatives at household brands across retail, hospitality, healthcare, and more. His thesis for the coming years: GraphQL’s declarative, entity-based architecture is an ideal match for agentic systems, where agents need to reason about typed, structured data rather than ad-hoc REST responses. “GraphQL can and must be the language of AI.”

On day two, Kewei Qu, Pascal Senn of ChilliCream, and Mark Larah of Yelp delivered the closing keynote: “GraphQL’s Next Chapter: Progress, Proposals, and Participation.” They reviewed working group progress on the specification and ecosystem, highlighted the new GraphQL Auxiliary Proposals (GAPs) initiative as a home for community-written specifications, and reflected on how far the community has come — and how it can continue to shape what comes next.

Sessions

Keynotes

SessionSpeaker(s)Organization
Federation Patterns We See in the WildUri GoldshteinThe Guild
The Creator’s Curse: Why Meta Is Re-inventing GraphQLElena Bukareva, Braxton BraggMeta
GraphQL in the AI EraMatt DeBergalisApollo GraphQL
Creating a Golden Path for GraphQLBenjie Gillam, Kewei QuGraphile, Meta
GraphQL’s Next Chapter: Progress, Proposals, and ParticipationKewei Qu, Pascal Senn, Mark LarahMeta, ChilliCream, Yelp

AI and LLMs

SessionSpeaker(s)Organization
Big Graphs, Tiny Contexts: Dev Tools for AgentsStephen Spalding, Kavitha SrinivasanNetflix
The State of GraphQL Agent SkillsDale SeoApollo GraphQL
GraphQL: The Internal Agentic APIChristopher ChedeauMeta
Closing the Loop: How GraphQL Gives Coding Agents Eyes on What Actually MattersMichael StaibChilliCream
Bringing GraphQL Natively To Relational Databases With AIShashank GugnaniOracle
Connecting LLMs To GraphQL With Schema-Aware EmbeddingsThore KoritziusMWAY
Hands Off the Keyboard: An Introduction to Agentic Coding for GraphQL DevelopersErik BylundApollo GraphQL
Simplifying MCP Tool Sprawl With GraphQLRoy DerksIBM
GraphQL Meets LLMs & Agents: Building Production AI at Starbucks ScaleSharon GorlaStarbucks
Semantic IntrospectionPascal SennChilliCream
GraphQL Embeddings: AI-Powered Dynamic Operations From Schema To IDEMichael WatsonExpedia Group
A GraphQL-inspired Orchestration Language for the AI EraMartijn WalravenApollo
Governing the AI-Graph: Observability and Security for LLM-Generated QueriesRajeshwari SahApple
GraphQL Data Mocking at Scale With LLMs and @generateMockMichael RebelloAirbnb
From Query to Conversation: GraphQL as an AI Interface LayerKewei Qu, Hugh Nguyen, Ben Golub, Adam ConradMeta

Clients

SessionSpeaker(s)Organization
Schema Composition Without FederationMatt MahoneyMeta
Changing the Game for Trusted Documents — What If Your Whole Platform Natively Supported It?Adam BenkhassenThe Guild
Resolvers Everywhere: Rethinking Client and Server Boundaries in GraphQLJanette ChengMeta
Modern Apollo Client ReactBrennen DavisLease End
The Case Against __typenameSabrina WassermanMeta
Building MCP Apps With GraphQL Patterns You Already KnowJerel MillerApollo GraphQL

Federation + Distributed Systems

SessionSpeaker(s)Organization
Safely Merging Subgraphs in a Distributed WorldClarice Abreu, Rodrigo JesusBrex
Federation, Reversed: A Consumer-First Future with FissionDavid StuttWunderGraph
Scaling Real-Time: Building Federated Subscriptions in RustDenis BadurinaThe Guild
Shifting Instagram Development Towards Monolith Server Via Federated SchemaXiao Han, Chi Chan, Lisa Watkins, Anirudh PadmaraoMeta
The State of GraphQL FederationMichael StaibChilliCream

Observability + Telemetry + Tracing

SessionSpeaker(s)Organization
Understanding Your Graph, One Hash at a TimeJens NeuseWunderGraph
Observability for a Multi-Tenant GraphQL Gateway at ScaleVickey YehAirbnb
Beyond HTTP 200: Observability With GraphQLDotan SimhaThe Guild

Performance

SessionSpeaker(s)Organization
Lower Latency With Streaming GraphQLRob Richard1stDibs
Shopify’s Breadth-First Bet: Rethinking GraphQL ExecutionGreg MacWilliamShopify
When GraphQL Gets Expensive: Performance & Cost Patterns in Production Serverless ArchitecturesHarpreet Siddhu, Shravanth VenkateshAWS Community Builder, Independent
An Alternative To JSON Responses: Argo in WhatsAppKevin GorhamMeta

Production Insights

SessionSpeaker(s)Organization
The 40,000-field Query: Optimizations for Gigantic High-QPS OperationsGary ZengMeta
The Internal Lens: GraphQL Gateways From a Different AxisAngel Svirkovtrivago
Incrementally Adopting GraphQL. The Holy Grail?Robert BalickiPinterest
Scaling GraphQL on AWS: Production Architecture for High-Volume Data SystemsAishwarya TirumalaAmazon
How GraphQL Helped Create Scalability and Stability in the Retirement SpaceCameron SechristStax.ai
@live GraphQL in Practice: Postgres-to-React Realtime Data SyncTobbe LundbergCedar Software

Schema Design + Evolution + Governance

SessionSpeaker(s)Organization
The @deprecated Journey: Five Stops From Schema Hint To Gateway PowerNasser AbouelazmBloomberg
Breaking up With Inputs (Without Breaking Your Users)Laurin QuastThe Guild
Inverse Conway Maneuver, with GraphQLSam DengZillow Group
Screens on Shuffle: How Netflix Scales Server-Driven, Ever-Changing PagesSreekanth RamakrishnanNetflix
Stop Reviewing Schemas: How Intuit Made Developers Faster by Automating GovernanceOleks BidiukIntuit

Security

SessionSpeaker(s)Organization
The Invisible Fortress: Embedding Zero-Trust Governance in the SupergraphGaurav Singh, Sulbigar ShanawazCapital One
GraphQLShield: CWE-Aware Defense in Depth for GraphQL APIs in GoRavi Sastry KadaliSamsung

Servers

SessionSpeaker(s)Organization
React Server Components Vs. GraphQLJordan EldredgeMeta
Service-to-service GraphQL: The New Sweet Spot!Mark LarahYelp
Grafast: A Declarative Solution To GraphQL’s Execution WoesBenjie GillamGraphile
Turning San Francisco Into a GraphQL ServerJean Lucas LimaConfrariaTech

Tooling, DX, Testing + Documentation

SessionSpeaker(s)Organization
Teach Yourself GraphQL in 2026: An Anti-blueprintJeff AuriemmaApollo
Making GraphQL Fun for the Backend TooStephen HabermanHomebound
The Easy Way and the Hard Way: Blue-green GraphQL DeploymentsZack WarnimontApollo
Caching Deep Dive: The Ultimate Way To Speed up Your GraphQL APITuval SimhaThe Guild
The Biggest Change To GraphQL Codegen in 10 YearsEddy Nguyen, Igor KusakovThe Guild, Yelp
The Graph Awakens: Next-Level GraphQL VisualizationIvan GoncharovAPIs.guru
Brute Force CorrectnessJames BellengerAirbnb
Speed Without Sacrifice: How Wayfair Transforms DevEx With AI and MCPRohit Gupta, Bhavana Sree PallempatiWayfair

Community

The GraphQL All Hands Meeting on day two gave attendees a direct forum with the GraphQL Foundation and core maintainers. The feedback was consistent with what we’ve heard in prior years and rings just as true: the community wants more content: more tutorials, more production case studies, more educational material that meets developers where they are. There was also notable enthusiasm for GraphQL Locals, the initiative to support locally-organized GraphQL meetups around the world. Several new organizers stepped up at the conference, and the pipeline of upcoming local events looks strong heading into the second half of 2026. The Ambassadors program and the Community Working Group both continue to grow. The spring 2026 cohort made their presence felt at the conference, and conversations are already underway about expanding the program.

What’s next

Session recordings will be available on the GraphQL Foundation YouTube channel. For upcoming events, working group meetings, and GraphQL Locals events near you, visit calendar.graphql.org.