 Thank you so much, Ashika and Sibiraja. As we wrap up our keynotes for today, I want to invite you to Empower Us Lunch. Anyone who identifies as women, non-binary individuals, allies are invited to meet the Empower Us Lunch, designated table tables for an open discussion about challenge, leadership, innovation, and empowerment in a fast-growing ecosystem. Our breakout session starts at 10.30 with our beginner track in the Scarlet Ballroom and the advanced track in this room convention hall. And please do not forget to leave the feedback on schedule for the speakers. Thank you, and we'll see you in the evening reception 5.30 and the raffle at 6.20. One last thing. I just want to mention about KubeCon Paris. How many of you have attended the KubeCon with scholarships before? Just awesome. I see a lot of people. So we have KubeCon scholarships for the upcoming one, Paris, and the last deadline is the 7th January. If you have any question, you can reach out to Nikita or Arpana, who are the chairs for the event. Thank you so much, everyone.