State Machines
State Machines on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on state machines in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around state machines, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.

Stripe Uses Graph Search and State Machines to Automate Database Remediation
Stripe’s engineering team has achieved significant automation in database incident recovery, demonstrating a powerful application of graph search and state machines. By modeling their global infrastructure as a graph, they’ve created a system that automatically computes and executes remediation plans. This innovative approach minimizes downtime and reduces manual intervention, representing a future-focused strategy for managing complex, distributed systems. For further insights into the challenges of scaling AI infrastructure, explore our recent presentation with Martin Spier on keeping ChatGPT fast.

Embabel Agent Framework Reaches 1.0
Embabel Agent Framework has officially reached version 1.0, establishing a robust foundation for AI agent development within the Java ecosystem. This framework empowers Java and Kotlin developers to define agents as typed domain objects, leveraging the established Spring AI infrastructure. Embabel’s design combines flexible planning with predefined state machines, supporting multiple model providers for adaptable agent workflows.