← All work2025 · Internal tooling, Autonomous.Finance
AO transaction flagger
Python tool over the Arweave GraphQL index that flags unfulfilled AO transactions, replacing manual investigation.
Problem
Failed token swaps on AO showed up as support tickets, and each one meant a manual search through the Arweave index to find the unfulfilled transaction.
Tool
A Python script queries the Arweave GraphQL index and flags AO transactions that were never fulfilled, so the support team starts from a list instead of a search. Investigation time dropped by about 90%.