language

GSQL

TigerGraph's query language for defining graph schemas and writing traversal queries and graph algorithms.

Current clusters

build1 publisher

A fraud agent built on TigerGraph keeps its verdicts in code that fails the build on any LLM import

Fraudagent, a TigerGraph challenge entry, settles 20 fraud alerts in code whose build fails on any LLM import. Its verdicts match bit for bit with no API key, so the calibration bug its authors blame for clearing fraud lives in code a test can reach.

Publishers:dev.to

Reality

Evidence45
Adoption5
Hype gap+10
Incentives55
Confidence45

build1 publisher

Sentinel trains its fraud model on alerted-vs-cleared cases to stop double-counting the alert itself

Sentinel's builder trained its alert model on fraud versus cleared cases, reaching 0.9465 AUC after three passes that over-called fraud on every case. The finished agent lets an LLM write the explanation and leaves every action to fixed bank rules.

Publishers:dev.to

Reality

Evidence35
Adoption5
Hype gap+10
Incentives55
Confidence40