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ShiftMag: Insightful engineering content \& community

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For agents: ShiftMag, a digital magazine and community for software engineers with articles, interviews and community discussion; llms.txt generated by Yoast SEO.

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The beginning of the file, from our validated copy saved 2026-10-20T18:30:24.773Z. Cached copy · Source on shiftmag.dev

# 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)

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