<h2>Must know</h2>
<ul>
<li><strong>AI code generation: faster code, slower everything else</strong>: AI code generation tools are speeding up coding by 55%, but they’re shifting bottlenecks to verification, increasing review times by 91% in high-AI-usage teams. This ‘context collapse’ problem means AI struggles with legacy codebases, leading to minimal productivity gains (7%) compared to greenfield projects (40%). Microsoft, for instance, is seeing more emergency patches as 30% of its code is AI-generated, highlighting that AI amplifies existing team dynamics: strong teams improve, struggling teams worsen. <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>Kubernetes dashboard project archived, new open-source alternative emerges</strong>: The official Kubernetes Dashboard project is being archived, and the Ingress NGINX project is retiring in March 2026. This comes as a new open-source Kubernetes dashboard called Radar has been introduced. Radar, built as a single Go binary with an embedded React frontend, offers real-time cluster visibility, Helm management, and traffic visualization without requiring cloud logins or cluster-side agents, aiming to address limitations of existing tools like Lens and k9s. <a href="https://app.daily.dev/feed-by-ids?id=EdFbm39PB&amp;id=DiEunA7dc&amp;id=a3wJg58hN" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Wix introduces xEngineer model for AI-driven development</strong>: Wix has rolled out its ‘xEngineer’ model, integrating AI into engineering roles to broaden ownership across the development lifecycle. This shift, initially seen in DevOps and SRE, aims to reduce cognitive load and investigation time by using AI to interpret signals and triage failures. Wix emphasizes this isn’t about headcount reduction but evolving responsibilities, focusing engineers on judgment rather than mechanical analysis, and redefining ‘shift-left’ to mean end-to-end responsibility enabled by AI tooling. <a href="https://app.daily.dev/posts/1ESLU5xBs" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Svelte-fast-check offers faster type checking</strong>: An experimental type and compiler warning checker, svelte-fast-check, claims up to 24x faster performance than svelte-check for Svelte and 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>Expo SDK 55 beta mandates new architecture</strong>: Expo SDK 55 beta is out, integrating React Native 0.83.1 and React 19.2.0, and notably mandates the New Architecture, dropping support for the Legacy Architecture. <a href="https://app.daily.dev/posts/81Gy831us" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Native PHP releases major mobile development updates</strong>: Native PHP has released significant updates, making mobile development free and open source with a slimmed-down core, native UI components integrating with Blade syntax, and simplified hot reloading. <a href="https://app.daily.dev/posts/bRf9BXT9O" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Elixir forum celebrates 10 years, adapts to LLMs</strong>: The Elixir Forum is celebrating its 10th anniversary with significant growth and plans structural changes to adapt to Large Language Models and evolving user behavior, including moving away from its ‘single-thread-per-library’ rule. <a href="https://app.daily.dev/posts/lMXgCoFLh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WASM celebrates 10 years, expands beyond browser</strong>: WebAssembly (WASM) marked its 10th anniversary, evolving from a browser performance solution to 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>MLflow integrates new LLM evaluation metrics</strong>: MLflow 3.9.0 now integrates over 50 evaluation metrics from DeepEval, RAGAS, and Arize Phoenix, allowing developers to evaluate LLM agents and RAG systems using multiple judge frameworks simultaneously. <a href="https://app.daily.dev/posts/zVcgznCs0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Yelp develops back-testing engine for ad budget optimization</strong>: Yelp created a back-testing engine to simulate changes to its ad budget allocation system using historical data and ML models, aiming for safer, smarter ad budget allocation and faster iteration cycles. <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: still waiting for the 10x</strong>: Apparently, AI introduces new tools to product development but hasn’t ‘fundamentally altered core principles.’ Claims of 10x-100x productivity gains lack research validation, and human developers are still needed for ‘complex requirements.’ So, while AI coding assistants are great for solo devs, don’t expect them to magically fix your product’s lack of value, feasibility, or usability. The tech job market slowdown, by the way, started before ChatGPT, so maybe AI isn’t to blame for everything. <a href="https://app.daily.dev/posts/R5VZVKE0f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI user divide: the haves and the have-nots of productivity</strong>: A ‘significant divide’ is emerging between AI ‘power users’ leveraging tools like Claude Code and those stuck with ‘basic chat interfaces’ and ‘poor tools like M365 Copilot.’ Apparently, locked-down IT policies are hindering access to cutting-edge AI, allowing ‘tiny teams’ in smaller companies to ‘outcompete organizations thousands of times their size.’ So, if your enterprise isn’t letting you play with the cool AI toys, you’re basically doomed. Good to know the future of productivity hinges on who gets to use the fanciest chatbot. <a href="https://app.daily.dev/posts/WZuX1OWTx" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Gen Z ditches smartphones for dumbphones: a bold move or digital disadvantage?</strong>: Gen Z is supposedly ditching smartphones for dumbphones to escape ‘digital distractions, tracking, and surveillance.’ While this sounds like a noble quest for digital self-defense, it apparently presents ‘challenges for multi-factor authentication’ and impacts ‘digital wallets.’ The article then questions the ‘viability of abandoning smartphones’ given their ‘ecosystem role.’ So, you want privacy, but also convenience? Pick your poison, kids. Or maybe just learn to put your phone down. <a href="https://app.daily.dev/posts/RXz974cXZ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
