Topic
Forge
2 episodes
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Inside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale
Justy and Cody unpack Atlassian's deep dive on Forge Billing — a distributed usage-tracking platform built for usage-based pricing across Jira and Confluence apps. They focus on the UTS coordination layer, idempotent event design, and what real engineering teams can learn about attribution-at-scale problems.
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Forge: Scalable Agent RL Framework and Algorithm
Izzo and Boone dive deep into MiniMax's Forge framework — a production-scale RL system that trained their M2.5 model across hundreds of thousands of real-world agent scaffolds. They explore how Forge solves the fundamental trilemma of system throughput, training stability, and agent flexibility through architectural innovations like middleware abstraction, windowed FIFO scheduling, and prefix tree merging for massive computational efficiency.