DataFlowsAI TrinoX
Live demo · TrinoX MVP

A drop-in OLAP runtime, built by AI agents,
that you can actually query right now.

This is a running Trino-wire-compatible service backed by a vectorized Arrow engine. Real TPC-H data, real SQL, real differential testing against Trino, and a live simulation of the SPEC → IMPLEMENT → VERIFY → FUZZ → SHIP pipeline.

See the agent pipeline run System architecture
Trino

Live Trino SQL

Run real SQL against TPC-H sf=0.01 on a JVM Trino single-node server co-deployed on Oracle Cloud. Sample queries or your own — results and wall-clock latency.

tpch.tinyJVM
Verifier

Differential testing with Trino

Run any query through both engines side-by-side. Cell-level diff. We've deliberately seeded one query with a bug; the Trino comparison catches it, just like SQLancer does for real.

matchcaughtPQS/NoREC/TLP
Pipeline

Agent pipeline simulator

Animated walk-through of one SPEC → IMPLEMENT → VERIFY → FUZZ → SHIP run with realistic artifacts at every stage boundary. Click any stage to drill in.

artifactsmulti-agentDST
Benchmarks

TPC-H benchmarks

Full TPC-H Q1–Q22 vs. Trino at scale factors 1, 5, and 10. Geomean speedups: 6.342× (SF1), 3.644× (SF5), 3.037× (SF10).

SF1/5/10Trino
Architecture

System design diagrams

Standalone Rust engine: Trino HTTP surface, native vectorized execution, Parquet/Iceberg catalog, and optional distributed coordinator/worker runtime.

SVG diagramsdesign doc

Quick endpoints reference

Trino-compatible

POST  /v1/statement
GET   /v1/statement/{id}/{token}
DEL   /v1/statement/{id}/{token}

Any Trino client — trino-cli, JDBC, the python trino package — can talk to this. Try it:

curl -s localhost:8787/v1/statement \
  -d 'SELECT count(*) FROM lineitem' | jq

Demo helpers

GET  /api/catalog · tables & schemas
GET  /api/samples · seeded queries
POST /api/parse · parse + transpile
POST /api/explain · logical plan tree
POST /api/diff · differential vs Trino
POST /api/pipeline/run · agent pipeline run
GET  /api/benchmarks · live timings
GET  /version · release version & date