This document discusses how SEEK Asia formed an autonomous start-up team to solve critical performance issues with their application processing. The team started by having engineers hack on a proof of concept to gain stakeholder buy-in. They then formed an engineering team to make the solution production-ready. The team deployed the solution and stabilized it before handing it over to other teams. Key traits of the start-up team included autonomy, an agile development lifecycle with frequent deployments, collaborative decision making, and a focus on monitoring, failing fast, and iterating enhancements. The recent example was a team that solved application indexing and search issues, allowing SEEK Asia to scale processing 10x faster while maintaining performance.
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