<h2>Must know</h2>
<ul>
<li><strong>AI code generation: faster code, slower everything else</strong>: AI code generation can speed up coding by 55%, but it’s shifting bottlenecks to verification, increasing review times by 91% in high-AI-usage teams. Microsoft, for instance, is seeing more emergency patches while claiming 30% of its code is AI-generated. The real issue is AI optimizing code without system context, leading to non-validating tests, documenting non-existent features, and eroding architectural resilience, according to multiple reports. <a href="https://app.daily.dev/feed-by-ids?id=CUMsxmpoK&amp;id=H1aWwdchu&amp;id=KYToiOjQs&amp;id=TCb4dVj23" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Cloud native ecosystem sees major shifts</strong>: The cloud native landscape is evolving rapidly, with significant projects like Ingress NGINX and Kubernetes Dashboard announcing their retirement. On the flip side, Cluster API v1.12 was released with in-place updates, and a new Checkpoint/Restore Working Group has formed. These changes highlight a maturing ecosystem where older tools are being phased out as new standards and capabilities emerge, as detailed by CloudNative.Now. <a href="https://app.daily.dev/posts/EdFbm39PB" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI security risks are escalating</strong>: Researchers found over 175,000 Ollama AI hosts exposed online without safety guardrails, enabling potential resource hijacking and remote attacks. Meanwhile, SpaceX updated Starlink’s privacy policy to use customer data for AI training, raising significant privacy concerns. A critical 1-click RCE vulnerability was also discovered in OpenClaw, an AI assistant used by over 100,000 developers, highlighting the urgent need for better AI security practices. <a href="https://app.daily.dev/feed-by-ids?id=2SdHHyeRJ&amp;id=YUSdAM3D6&amp;id=d76FYhLFT&amp;id=iEIaVGrhd&amp;id=yXHHUa4yo" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Expo SDK 55 drops legacy architecture</strong>: Expo SDK 55 beta is out, mandating the New Architecture, integrating React Native 0.83.1 and React 19.2.0, and introducing Hermes bytecode diffing for 75% smaller updates. <a href="https://app.daily.dev/posts/81Gy831us" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Svelte gets a faster type checker</strong>: An experimental tool, <code>svelte-fast-check</code>, promises up to 24x faster type and compiler warning checks for Svelte/SvelteKit projects by leveraging a Go-based TypeScript compiler. <a href="https://app.daily.dev/posts/6aMfl6kdf" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Wix integrates AI into engineering roles</strong>: Wix introduced the ‘xEngineer’ model, integrating AI to empower engineers with broader ownership across the development lifecycle, aiming to evolve responsibilities rather than reduce headcount. <a href="https://app.daily.dev/posts/1ESLU5xBs" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WebAssembly celebrates 10 years, expands beyond browser</strong>: WebAssembly (WASM) marked its 10th anniversary, evolving into a foundational technology for edge platforms, serverless runtimes, and embedded systems, now showing promise for AI workloads. <a href="https://app.daily.dev/posts/XjOBMuNCm" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New Kubernetes dashboard ‘Radar’ released</strong>: A new open-source Kubernetes dashboard called Radar, built as a single Go binary with an embedded React frontend, offers real-time cluster visibility without cloud logins or agents. <a href="https://app.daily.dev/feed-by-ids?id=DiEunA7dc&amp;id=a3wJg58hN" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MLflow integrates new LLM evaluation metrics</strong>: MLflow 3.9.0 now integrates over 50 evaluation metrics from DeepEval, RAGAS, and Arize Phoenix, providing a unified API to assess LLM agents and RAG systems. <a href="https://app.daily.dev/posts/zVcgznCs0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Yelp builds back-testing engine for ad budget optimization</strong>: Yelp developed a back-testing engine to simulate changes to its ad budget allocation system, using ML models and Bayesian optimization to safely predict outcomes before production deployment. <a href="https://app.daily.dev/posts/v8CgpJvzN" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI’s limited impact on product development</strong>: Apparently, AI hasn’t ‘fundamentally altered core principles’ of product development. Claims of 10x-100x productivity gains lack research validation, and human developers are still essential for complex stuff. So, all that hype about AI revolutionizing everything? Just new tools, same old problems, according to this article. <a href="https://app.daily.dev/posts/R5VZVKE0f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI delegation shifts management focus</strong>: Now, management skills are ‘critical for effective AI agent interaction.’ MBA students, lacking coding skills, built startup prototypes in four days using AI tools. This suggests subject matter knowledge and delegation are more important than technical AI expertise. So, instead of learning to code, just learn to tell the AI what to do. Easy peasy, right? <a href="https://app.daily.dev/posts/WyavXiw9C" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI’s paradoxical impact on developer productivity</strong>: AI tools accelerate code generation, but they ‘paradoxically reduce overall productivity’ by enabling cheap complexity and increasing organizational chaos. The real bottlenecks are integration, security, and operations, not coding speed. So, we’re just building fragmented systems faster, only to spend more time cleaning up the mess. Progress! <a href="https://app.daily.dev/posts/k9rFokMvG" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
