<h2>Must know</h2>
<ul>
<li><strong>Cloud native ecosystem sees major shifts and new tools</strong>: The cloud native ecosystem is evolving rapidly, with Ingress NGINX and Kubernetes Dashboard projects announcing their retirement, signaling a shift in core components. Meanwhile, a new open-source Kubernetes dashboard called Radar has emerged, built as a single Go binary with an embedded React frontend, aiming to provide real-time cluster visibility without cloud logins or agents. DataDog also released <code>pg_tracing</code>, a PostgreSQL extension for server-side distributed tracing, offering detailed insights into database queries and operations. <a href="https://app.daily.dev/feed-by-ids?id=EdFbm39PB&amp;id=DiEunA7dc&amp;id=a3wJg58hN&amp;id=Xfr0u4GSj" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI security risks and data privacy concerns escalate</strong>: The AI landscape is getting wild, with over 175,000 Ollama AI hosts exposed online, running models without safety guardrails, creating ripe targets for attacks. SpaceX also updated Starlink’s privacy policy to use customer data for AI training, coinciding with talks to merge with xAI, raising serious red flags for privacy advocates. On top of that, a critical 1-click RCE vulnerability was found in OpenClaw, an AI assistant used by over 100,000 developers, highlighting the inherent security risks in rapidly deployed AI tools. <a href="https://app.daily.dev/feed-by-ids?id=2SdHHyeRJ&amp;id=YUSdAM3D6&amp;id=d76FYhLFT&amp;id=iEIaVGrhd&amp;id=yXHHUa4yo&amp;id=4nlzVZMEL&amp;id=ALGXJz29U&amp;id=fuL6WfKHt&amp;id=oAoGgXAAn&amp;id=zgJdriYuf" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI code generation accelerates production but creates new bottlenecks</strong>: AI code generation can boost production by 55%, but it’s shifting bottlenecks from writing code to verifying it, increasing review times by 91% in high-AI-usage teams. Microsoft’s frequent emergency patches and claims of 30% AI-contributed code suggest a correlation with quality issues. The problem is compounded by ‘context collapse’ in legacy codebases, where AI tools struggle, leading to minimal productivity gains and significant costs for companies. <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>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Expo SDK 55 beta 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 v1 opt-in for smaller updates. <a href="https://app.daily.dev/posts/81Gy831us" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New Svelte type checker boasts 24x speedup</strong>: An experimental type and compiler warning checker, <code>svelte-fast-check</code>, claims up to 24x faster performance than <code>svelte-check</code> 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 introduces xEngineer model for AI-driven development</strong>: Wix is rolling out an ‘xEngineer’ model, integrating AI to broaden engineering ownership across the development lifecycle, aiming to reduce cognitive load and focus engineers on judgment. <a href="https://app.daily.dev/posts/1ESLU5xBs" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MLflow integrates new evaluation metrics for LLMs</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>Native PHP releases major mobile development updates</strong>: Native PHP released significant updates, making mobile development free and open source with features like slimmed-down core, native UI components with Blade, and AI-powered app generation via Mimi. <a href="https://app.daily.dev/posts/bRf9BXT9O" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WebAssembly celebrates 10 years, expands beyond browser</strong>: WebAssembly (WASM) marks its 10th anniversary, evolving into a foundational technology for edge platforms, serverless runtimes, and embedded systems, with growing potential for AI workloads. <a href="https://app.daily.dev/posts/XjOBMuNCm" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Barman 3.17.0 enhances PostgreSQL backup and recovery</strong>: Barman 3.17.0, an open-source PostgreSQL backup tool, introduces operational flexibility for disabled servers, S3 Object Lock support, and custom SSH ports for remote restores. <a href="https://app.daily.dev/posts/qB30Z4Jdj" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI’s limited impact on product development fundamentals</strong>: Apparently, AI introduces new tools but hasn’t fundamentally changed product development principles. Claims of 10x-100x productivity gains are still lacking research validation, and human developers are, shockingly, still needed for complex stuff. Who knew that building valuable products still requires, you know, actual humans? <a href="https://app.daily.dev/posts/R5VZVKE0f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI is killing productivity, or so they say</strong>: Some folks are claiming AI is paradoxically reducing overall productivity by enabling ‘cheap complexity’ and organizational chaos. The solution? ‘Platform engineering’ and ‘golden paths’ to constrain AI-generated code. Because nothing says innovation like putting AI in a straitjacket to prevent it from making a mess. <a href="https://app.daily.dev/posts/k9rFokMvG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Gen Z ditches smartphones for dumbphones, privacy be damned</strong>: Gen Z is supposedly flocking to dumbphones to escape digital distractions and surveillance. But wait, this presents ‘challenges’ for MFA and digital wallets. So, they’re trading digital self-defense for digital disadvantage? Sounds like a brilliant plan to avoid tracking by making yourself completely untraceable when you need to pay for your avocado toast. <a href="https://app.daily.dev/posts/RXz974cXZ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
