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David Blank-Edelman (Microsoft SRE Academy) explains 7 essential questions to elevate your reliability practice. He challenges engineering leaders to redefine reliability metrics beyond availability, replace "root cause" with contributing factors, critique the 5 whys, re-evaluate the true goals of toil automation, and understand SRE's role (firefighting vs. partnership).
Pico-Banana-400K is a curated dataset of 400,000 images developed by Apple researchers to make it easier to create text-guided image editing models. The images were generated using Google's Nano-Banana to modify real photographs from the Open Images collecion and were then filtered using Gemini-2.5-Pro based on their overall quality and prompt compliance.
In today’s rapidly evolving tech landscape, centralized architectural decision-making can become a bottleneck to delivery performance and innovation. Through stories from our own journey, we’ll share how decentralizing decisions improved alignment across teams, empowered faster decision-making, and fostered a culture of ownership.
Magdalena Picariello reframes how we think about AI, moving the conversation from algorithms and metrics to business impact and outcomes. She champions evaluation systems that don't just measure accuracy but also demonstrate real-world business value, and advocates for iterative development with continuous feedback to build optimal applications.
The QCon London 2026 tracks are live: 15 practitioner-curated deep dives on AI adoption, resilient architectures, distributed systems, performance, modern languages, data, security, and Staff+ leadership, rooted in real production lessons.
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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Presentation: You Are Asking the Wrong Questions (About Reliability and SRE)
David Blank-Edelman (Microsoft SRE Academy) explains 7 essential questions to elevate your reliability practice. He challenges engineering leaders to redefine reliability metrics beyond availability, replace "root cause" with contributing factors, critique the 5 whys, re-evaluate the true goals of toil automation, and understand SRE's role (firefighting vs. partnership).
By David Blank-EdelmanApple Releases Pico-Banana-400K Dataset to Advance Text-Guided Image Editing
Pico-Banana-400K is a curated dataset of 400,000 images developed by Apple researchers to make it easier to create text-guided image editing models. The images were generated using Google's Nano-Banana to modify real photographs from the Open Images collecion and were then filtered using Gemini-2.5-Pro based on their overall quality and prompt compliance.
By Sergio De SimoneArticle: Empowering Teams: Decentralizing Architectural Decision-Making
In today’s rapidly evolving tech landscape, centralized architectural decision-making can become a bottleneck to delivery performance and innovation. Through stories from our own journey, we’ll share how decentralizing decisions improved alignment across teams, empowered faster decision-making, and fostered a culture of ownership.
By Peter Hunter, Elena StojmilovaPodcast: If You Can’t Test It, Don’t Deploy It: The New Rule of AI Development?
Magdalena Picariello reframes how we think about AI, moving the conversation from algorithms and metrics to business impact and outcomes. She champions evaluation systems that don't just measure accuracy but also demonstrate real-world business value, and advocates for iterative development with continuous feedback to build optimal applications.
By Magdalena PicarielloQCon London 2026 Announces Tracks: AI Engineering, Building Teams, Tech of Finance, and More
The QCon London 2026 tracks are live: 15 practitioner-curated deep dives on AI adoption, resilient architectures, distributed systems, performance, modern languages, data, security, and Staff+ leadership, rooted in real production lessons.
By Artenisa Chatziou