Tag: idempotency
How to Build a Durable Change-Control Gate for AI Agents
Daniel Martin | | agentic AI, AI agents, AI automation, AI Governance, AI safety, approval workflows, change control, devops, durable workflows, human-in-the-loop, idempotency, LangGraph, NIST AI RMF, policy enforcement, production deployment, release controls, tool-using agents, workflow governanceAI agents that trigger real-world changes need more than confidence scores. A durable change-control gate should recheck policy, require approval for consequential actions, enforce idempotency and verify the result before retrying ...
When the Message Broker Becomes the Bottleneck: Scaling Push and SMS With MongoDB Polling
Pavel Zavialov | | asynchronous processing, atomic task claiming, backend engineering, database-backed queue, dead-letter queue, distributed systems, Go microservices, idempotency, , microservices architecture, MongoDB performance, MongoDB polling queue, notification architecture, notification service, push notifications, RabbitMQ scaling, retry strategy, Ruby monolith, SMS delivery, Wheely engineeringA back-end team extracted notification delivery from a large Ruby monolith into a centralized Go service, only to discover that their shared RabbitMQ cluster could not reliably support the new workload. Here's ...
