Making Event Pipelines Idempotent: A Practical Pattern for AI and Blockchain SystemsAt-least-once delivery is a sensible default for event-driven systems: retrying a message is usually safer than silently losing it. The trade-off is that a consumer may see the same event more than on8h ago · 4 min readtas-engineering-notes.hashnode.dev
A Practical Checklist for Combining AI and Blockchain in Production SystemsTeams sometimes combine machine-learning services with blockchains to make decisions more auditable or to coordinate workflows across organizations. The combination can be useful, but it adds operatio2d ago · 3 min readtas-engineering-notes.hashnode.dev
Design a Hyperledger Fabric Network Around Trust BoundariesDesign a Hyperledger Fabric Network Around Trust Boundaries In a permissioned blockchain project, it’s easy to start with chaincode. Start instead with the people and organizations involved: who needs2d ago · 7 min readtas-engineering-notes.hashnode.dev