One year of StarRocks at Fresha. It started with real-time analytics and kept growing from there.
Nicoleta Lazar and Jesus Gomez share what changed at #NEXTQUERY2026 🧡
Nov 4 · 3:10 PM PT · Free & virtual
👉 bit.ly/4iI7Gp6
Our October newsletter is out, and it’s all about NEXT QUERY 2026, free and online on Nov 4 🤗
Also inside: PhoenixAI 26.2 and where we’ve been this month.
👀 Next stop: Vegas! 🎰 Find us at #AWSreInvent, Booth #2181.
Full issue 👇 bit.ly/47R5TIh
Semantics, knowledge and observability in one engine.
Chelsea Wang from PhoenixAI opens Track A at #NEXTQUERY2026, right after the keynotes.
Nov 4 · 10:10 AM PT · Free & virtual
👉 bit.ly/4igix8j
Webex already runs real-time analytics on StarRocks.
Hongkun Xu from Cisco shows how the same setup can power AI assistants that answer with real data, with no separate AI stack. #NEXTQUERY2026
Nov 4 · 10:40 AM PT · Free & virtual
👉 bit.ly/4syQpCk
AI agents hunting down manufacturing failures, writing queries that join billion-row tables.
Xuyen On from Instrumental on how they keep those queries fast with PhoenixAI. #NEXTQUERY2026 🏭
Nov 4 · 1:10 PM PT · Free & virtual
👉 bit.ly/4e22GsZ
Getting StarRocks running on Kubernetes is the easy part. Keeping it running is the real work.
Vara Bonthu from AWS shares what it takes on Amazon EKS. Vara opens Track B at #NEXTQUERY2026 ☕
Nov 4 · 10:10 AM PT · Free & virtual
👉 bit.ly/4zLG2xd
One week to go ⏳
PhoenixAI and NVIDIA are bringing GPU execution to StarRocks. Sida Shen and Rodrigo Aramburu on why now and what's built so far. #NEXTQUERY2026
Nov 4 · 2:10 PM PT · Free & virtual
👉 bit.ly/4dXlTvN
Where should an AI agent's context live? 🤔
Feihu Tang from Moonshot AI (Kimi) talks it through with Sida Shen at #NEXTQUERY2026
Nov 4 · 3:10 PM PT · Free & virtual
👉 bit.ly/4yC5rZb
8 days until #NEXTQUERY2026! ⏳
Xiaobing Xia from Microsoft AI takes the main stage with a keynote on building a real-time data warehouse for Microsoft AI, and what it's like running it in production. ☕
Nov 4 · Free & virtual
👉 bit.ly/4zRdMt0
9 days until #NEXTQUERY2026! 🥳 Mailchimp kept adding pre-aggregations to handle segmentation joins on constantly changing data. After testing engines on live traffic, the team rebuilt on StarRocks. Now joins run on fresh data.
Nov 4 · Free & virtual 👉 bit.ly/4eL1aLQ
Carbon Arc's customers query 1 PB live.
Trino broke down at that size. So they moved to StarRocks and cached the predictable queries to keep the rest fast.
Harsh Sharma and Tara Khanna on what it saved them #NEXTQUERY2026 💰
Nov 4 · Free & virtual
👉 bit.ly/4seX8AY
RedNote moved its experimentation platform to StarRocks shared-data, at petabyte scale.
Then came hybrid search, so new comments are explorable the moment they land. Not months later.
Qi Ma shares how at #NEXTQUERY2026 🔍
Nov 4 · Free & virtual
👉 bit.ly/3W0JTId
Your AI tools can query StarRocks now. Whose permissions do they use? And who stops the runaway query?
Jeongho Choi and Yujin Lee from Toss share how they handle it at #NEXTQUERY2026
Nov 4 · Free & virtual
👉 bit.ly/4yxRITe
58 StarRocks releases. Zero customer-facing incidents.
Vijay Shekhawat from TRM Labs on using real production traffic to test every change an AI agent makes. #NEXTQUERY2026
Nov 4 · Free & virtual
👉 bit.ly/3U54vhX
One more Apple talk at #NEXTQUERY2026 🙌
Manish Malhotra walks through the StarRocks community's recent Iceberg work: OIDC sign-in, S3 support, and materialized views that keep working on the REST Catalog.
Nov 4 · 12:00 PM PT · Free & virtual
👉 bit.ly/4safItY

ALT This image is a promotional graphic for the Phoenix AI event "Next Query 2026." It features a person wearing a cap, labeled as Manish Malhotra, Senior Software Engineer at Apple. The event is scheduled for November 4, 2026, and is virtual. The graphic highlights a session titled "An Open Source Journey: Iceberg REST Catalog, OIDC, Making Materialized Views Enterprise-Ready, and More.
Prediction markets and portfolio tracking need answers in under a second, on data that never sits still.
Ravishankar Raju shares how Coinbase moved these workloads to PhoenixAI at #NEXTQUERY2026 ⚡
Nov 4 · 1:00 PM PT · Free & virtual
👉 bit.ly/4ju2Psy

ALT Certainly! Here's a suitable alt text description: "Event card featuring the PhoenixAI Next Query 2026 conference. Image of Ravishankar Raju, Senior Software Engineer at Coinbase, with details about their session titled 'Sub-Second Data Architecture at Coinbase,' scheduled for November 4, 2026, as a virtual event.
As production analytics grows, so do the hard parts: fast queries, workloads that don't collide, reliability, cost.
The Systems & Scale track at #NEXTQUERY2026: 9 talks from Apple, AWS, Coinbase, Intuit and more.
Nov 4 · Free & virtual
👉 bit.ly/4ymlQRn










