Snowflake Now Ships Its Own MCP Server — Your Warehouse Just Became an Agent Tool
For a year the pattern was 'put an MCP server in front of your data.' Snowflake inverted it: the warehouse now hosts the server itself, with per-user OAuth and your existing row policies as the guardrail. The strategic read for founders — data gravity now includes agent-tool gravity.
3 min
Mem0 Just Patched SQL and Cypher Injection in Its Memory Stores — Your Agent's Memory Is an Injection Surface
Mem0's July releases fixed injection holes in PGVector, Azure MySQL, Neptune, OpenSearch, and Elasticsearch. The real lesson isn't 'upgrade mem0' — it's that the filters your agent hands to its memory compile to live database queries.
4 min
Text-to-SQL Accuracy in 2026: Why the Benchmark Says 90% and Your Warehouse Says 40%
Top systems clear 90% on academic SQL benchmarks and 30–60% on real enterprise warehouses. The gap isn't the model's syntax — it's your schema. And the leaderboards are half wrong.
4 min
Text-to-SQL for Agents: Vanna vs WrenAI vs Dataherald
The hard part of letting an agent query your database is not the model that writes the SQL. It is feeding that model your schema. Three open-source projects bet on that, and one fine-tuned model bets against it.
5 min