Databricks' Matei Zaharia and Reynold Xin outline a plan for open enterprise "Agent Clouds" to rival Snowflake

@latentspacepod @databricks @rxin Thanks for having us on, really fun conversation!

Why the Frontier Ecosystem must be Open — Matei Zaharia and Reynold Xin, Databricks https://www.latent.space/p/databricks

@databricks cofounders @matei_zaharia and @rxin explain why Databricks is moving into the infrastructure layer for enterprise agents, how Omnigent creates a shared harness for coding agents and custom agents, why LTAP and Lakebase rethink the split between operational and analytical databases, why agent security needs contextual policies and spend controls, and why the future of software may be as simple as getting the right data in place and putting agents on top.

@swyx @neondatabase @nikitabase @ankrgyl lot of heat but that Databricks vs Snowflake answer needs to stand on its own without the pod aura

did they actually give receipts or just assert?

@swyx @neondatabase @nikitabase @ankrgyl the neon talk is always solid, love that for them.

@swyx @neondatabase @nikitabase @ankrgyl LTAP completely redefines real-time architectures. Merging analytical efficiency directly into transactional systems is a massive win.

@swyx @neondatabase @nikitabase @ankrgyl A lot of alpha, yes, but also a lot of new jargon for people to pretend they understood on first listen.

@swyx @neondatabase @nikitabase @ankrgyl That metaharness pivot is wild. Everyone’s racing for the same dev infra stack now, but who actually owns the developer experience when the novelty fades? That's where Snowflake stumbled.

@swyx @neondatabase @nikitabase @ankrgyl ltap is the real story here. the shift from human-in-the-loop to agent-first infrastructure is finally forcing the merge of oltp and olap. databricks moving to postgres-compatible lakebase makes a lot more sense now that agents are the primary users.

@swyx @neondatabase @nikitabase @ankrgyl Databricks vs Snowflake is just compute vs data gravity strategies converging—the real alpha is who owns the metadata layer long-term.