Charlie @ Atlassian(@charliedesigned):⚒️ How we built Atlassian Design System CLI Sharing a great deep dive from Kylor Hall on our new Atlassian Design System CLI. It exemplifies how we build and stress test with the same considerations that our customers have for their own AI stacks. Token efficiency, MCP vs. CLI decision paths, evaluation loops - all of these are done with a ton of rigour. This takes deep collaboration between engineers, designers and agents over many months. Read more at: https://t.co/SjdIWh0vRj Bonus - in the spirit of building in public - anyone can use our ADS MCP and ADS CLI. Collectively, they provide 90% plus coverage of what is on

2026.09.22 00:02

⚒️ How we built Atlassian Design System CLI Sharing a great deep dive from Kylor Hall on our new Atlassian Design System CLI. It exemplifies how we build and stress test with the same considerations that our customers have for their own AI stacks. Token efficiency, MCP vs. CLI decision paths, evaluation loops - all of these are done with a ton of rigour. This takes deep collaboration between engineers, designers and agents over many months. Read more at: Bonus - in the spirit of building in public - anyone can use our ADS MCP and ADS CLI. Collectively, they provide 90% plus coverage of what is on

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