# ShiftMag: Insightful engineering content \& community Generated by Yoast SEO v28.7, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [About ShiftMag](https://shiftmag.dev/about/): ShiftMag is a digital magazine and community for software engineers featuring interesting, thought\-provoking, and useful content appreciated, shared, and commented on by developers and dev communities globally\. - [AI Policy](https://shiftmag.dev/ai-policy/) - [ShiftMag's Privacy Policy](https://shiftmag.dev/privacy-policy/) - [Latest Articles](https://shiftmag.dev/latest-articles/) ## Posts - [Chris Davidson, Atlassian: "Ask AI to challenge you"](https://shiftmag.dev/chris-davidson-atlassian-ask-ai-to-challenge-you-12526/): As a Solutions Engineer at Atlassian, Chris Davidson works with clients in an effort to make the most of Atlassian's tools and has first\-hand experience of how we adapt to using AI\. - [I Talk to Production Every Morning\. It Talks Back\.](https://shiftmag.dev/i-talk-to-production-every-morning-it-talks-back-12679/): A lot of people are leaving software engineering because agent\-based workflows killed their joy\. I don't have that problem; I never liked the job in the first place\. - [The Real Problem in Voice AI Is Latency](https://shiftmag.dev/voice-ai-is-an-infrastructure-problem-not-just-a-model-problem-12540/): Voice AI may be sold as a model problem, but the real bottleneck is whether the system can survive real\-time demands, stay reliable, and do it at a cost that makes sense\. - [How 5,000 RPS Exposed the Real Bottleneck in Our Jetty Messaging Service](https://shiftmag.dev/performance-tuning-is-about-finding-the-real-bottleneck-11823/): We started with a simple question: how much traffic can the service really handle? The answer was in understanding the system’s real limits\. - [Why Early Releases Often Fail in Multi\-Team Organizations](https://shiftmag.dev/why-early-releases-often-fail-in-multi-team-organizations-12368/): It all starts with one simple question from the business side: "Can we ship this early?" ## Categories - [Artificial Intelligence](https://shiftmag.dev/category/artificial-intelligence/) - [Event](https://shiftmag.dev/category/event/) - [Software Engineering](https://shiftmag.dev/category/software-engineering/) - [Productivity](https://shiftmag.dev/category/productivity/) - [Video](https://shiftmag.dev/category/video/) ## Tags - [AI](https://shiftmag.dev/tag/ai/) - [Developer Productivity](https://shiftmag.dev/tag/developer-productivity/) - [Shift Conference](https://shiftmag.dev/tag/shift-conference/) - [development](https://shiftmag.dev/tag/development/) - [Engineer Explains](https://shiftmag.dev/tag/engineer-explains/) ## Optional - [Sitemap index](https://shiftmag.dev/sitemap_index.xml)